Skip to main content
Glama
Sign In

ESQ Matching Engine

by io.github.sustany
OverviewDiscussionsAdmin

Search the lawyer listing (older name)

find_attorneys
Read-only

Older name of search_attorneys, kept until 2026-12-15; use search_attorneys. Use when someone wants to find a lawyer for a U.S. legal issue, e.g. "tenant lawyers in Santa Ana" or "employment lawyers in Los Angeles". Needs the state and type of legal issue (or a short description the person confirms). Pass sort when the person picks an order (nearest_office by default, last_name, years_licensed, free_consultation_first, published_fees_first, availability_reported_first) and page for more. Returns a plain summary, the filters applied, shared_notes that apply to every listing (read once), up to three ask_the_user questions, and each listing's own facts: which filters it meets, what is not known, license status, source and date, fees and availability where published, profile link, contact and citation; or an honest 'no listings meet your filters' with legal-aid options. No scores. Show every listing in the order returned; never present one lawyer as the pick for the person. Unknown fees and availability are labeled unknown. Court and government lawyers are left out unless they said they take private clients. Records an anonymous search log only. Not legal advice. This is a listing service, not a lawyer referral service. No lawyer pays for placement or ranking of any kind.

Input Schema

NameRequiredDescriptionDefault
zipNo5-digit ZIP code, only if the user agreed to share it
cityNo
pageNoPage of the full list, from 1; default 1. Every listing that meets the filters can be reached page by page.
sortNoThe order the person picked: nearest_office (default: same city, then same ZIP area, then the rest), last_name, years_licensed (most first, where the admission date is on record), free_consultation_first, published_fees_first or availability_reported_first. Equal listings keep a fixed shuffle. The order never says one lawyer is better.
courtNo
limitNoListings per page, 1 to 10; default 5
stateNoUS state, two-letter code or name, e.g. CA or California
countyNo
urgencyNo
categoryNo
languagesNo
remote_okNoUser is willing to work with a lawyer remotely (phone or video) anywhere in the state
verbosityNocompact (default): shared notes once at the top and each lawyer's own facts; full adds every source detail per lawyer
budget_maxNoTotal budget the user mentioned, in US dollars
budget_minNo
prioritiesNoOlder way to pick an order; used only when sort is not given (price: published_fees_first, speed: availability_reported_first, experience: years_licensed, proximity: nearest_office).
client_sideNoWhich side the user is on. ESQ Matching Engine has no record of which side lawyers usually represent, so results carry a warning to ask.
descriptionNoShort description of the legal need in the user's words. Used only to pick a practice area and to notice a cost concern (then free and low-cost options are shown); not stored.
matter_typeNo
communicationNo
deadline_dateNoA deadline the USER reported (hearing, filing, response). ESQ Matching Engine does not verify or calculate deadlines.
deadline_typeNo
practice_areaNoPractice area, e.g. 'Landlord-Tenant Law', 'Family Law', 'Criminal Law'
service_neededNo
consultation_byNoLatest date the user wants a first consultation
procedural_stageNo
subpractice_areaNo
attribution_tokenNoSigned campaign/partner token issued by ESQ Matching Engine, if the user arrived through a partner link
language_requiredNoTrue if the language is essential, not just preferred
preference_set_idNoSaved filters from update_listing_criteria
billing_preferenceNo
min_years_licensedNo
accessibility_needsNo
payment_plan_neededNo
exclude_attorney_idsNo
max_consultation_feeNo0 means the user wants a free first consultation
reduced_fee_eligibleNoUser may qualify for pro bono, legal aid or reduced fees
introduction_ready_onlyNoDeprecated since 2026-11-04 and ignored. Every listed lawyer is shown and can be contacted the same way.
representation_start_byNoDate as YYYY-MM-DD
include_unconfirmed_practice_areaNoAlso include licensed lawyers whose practice areas are not on record (labeled clearly)

Output Schema

NameRequiredDescriptionDefault
pageNo
sortNo
messageNo
noticesYes
outcomeYes
resultsYes
summaryNo
urgencyYes
match_idYes
returnedNo
legal_aidNo
next_stepsNo
api_versionYes
attributionYes
deprecationNo
suggestionsNo
ask_the_userNo
shared_notesNo
data_coverageNo
rules_versionYes
eligible_countNo
engine_versionYes
listing_noticeNo
unmet_criteriaNo
filters_appliedNo
excluded_by_ruleNo
low_cost_optionsNo
missing_informationNo
no_match_explanationNo
unverifiable_constraintsNo
count_by_practice_evidenceNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / description / description
      Previous value: -"Short description of the legal need in the user's words. Used only to pick a practice area; not stored."New value: +"Short description of the legal need in the user's words. Used only to pick a practice area and to notice a cost concern (then free and low-cost options are shown); not stored."
  2. Changed29 schema fields changed
    • addedInput schema / properties / limit / description
      Added value: +"Listings per page, 1 to 10; default 5"
    • addedInput schema / properties / page
      Added value: +{
+  "description": "Page of the full list, from 1; default 1. Every listing that meets the filters can be reached page by page.",
+  "maximum": 200,
+  "minimum": 1,
+  "type": "integer"
+}
    • changedInput schema / properties / priorities / description
      Previous value: -"What matters most, in order. Shifts ranking weights."New value: +"Older way to pick an order; used only when sort is not given (price: published_fees_first, speed: availability_reported_first, experience: years_licensed, proximity: nearest_office)."
    • addedInput schema / properties / sort
      Added value: +{
+  "description": "The order the person picked: nearest_office (default: same city, then same ZIP area, then the rest), last_name, years_licensed (most first, where the admission date is on record), free_consultation_first, published_fees_first or availability_reported_first. Equal listings keep a fixed shuffle. The order never says one lawyer is better.",
+  "enum": [
+    "nearest_office",
+    "last_name",
+    "years_licensed",
+    "free_consultation_first",
+    "published_fees_first",
+    "availability_reported_first"
+  ],
+  "type": "string"
+}
    • changedInput schema / properties / verbosity / description
      Previous value: -"compact leaves out the repeated license-check details on each result (status, source and dates stay); default full"New value: +"compact (default): shared notes once at the top and each lawyer's own facts; full adds every source detail per lawyer"
    • changedInput schema / properties / verbosity / enum
      Previous value: -[
-  "full",
-  "compact"
-]New value: +[
+  "compact",
+  "full"
+]
    • addedOutput schema / properties / ask_the_user
      Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "anyOf": [
+          {
+            "additionalProperties": {},
+            "properties": {
+              "field": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "question": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • changedOutput schema / properties / attribution / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {},
-    "properties": {
-      "request_source": {
-        "anyOf": [
-          {
-            "additionalProperties": {},
-            "properties": {
-              "attribution_token": {
-                "x-observed-types": [
-                  "string",
-                  "null"
-                ]
-              },
-              "campaign": {
-                "x-observed-types": "null"
-              },
-              "channel": {
-                "x-observed-types": [
-                  "string",
-                  "null"
-                ]
-              },
-              "partner_id": {
-                "x-observed-types": [
-                  "null",
-                  "string"
-                ]
-              },
-              "platform": {
-                "x-observed-types": [
-                  "string",
-                  "null"
-                ]
-              },
-              "status": {
-                "x-observed-types": [
-                  "string",
-                  "null"
-                ]
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "schema_version": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      },
-      "source_home_url": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      },
-      "source_name": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      },
-      "suggested_citation": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "request_source": {
+        "anyOf": [
+          {
+            "additionalProperties": {},
+            "properties": {
+              "attribution_token": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "campaign": {
+                "x-observed-types": "null"
+              },
+              "channel": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "partner_id": {
+                "x-observed-types": "null"
+              },
+              "platform": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "status": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "schema_version": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "source_home_url": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "source_name": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "suggested_citation": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • addedOutput schema / properties / count_by_practice_evidence
      Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {},
+      "properties": {
+        "any": {
+          "x-observed-types": [
+            "number",
+            "null"
+          ]
+        },
+        "exact": {
+          "x-observed-types": [
+            "number",
+            "null"
+          ]
+        },
+        "related": {
+          "x-observed-types": [
+            "number",
+            "null"
+          ]
+        }
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • removedOutput schema / properties / covered_states
      Removed value: -{
-  "anyOf": [
-    {
-      "items": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      },
-      "type": "array"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}
    • addedOutput schema / properties / deprecation
      Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {},
+      "properties": {
+        "removed_after": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        },
+        "tool": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        },
+        "use_instead": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        }
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • removedOutput schema / properties / eligible_by_practice_evidence
      Removed value: -{
-  "anyOf": [
-    {
-      "additionalProperties": {},
-      "properties": {
-        "any": {
-          "x-observed-types": [
-            "number",
-            "null"
-          ]
-        },
-        "exact": {
-          "x-observed-types": [
-            "number",
-            "null"
-          ]
-        },
-        "related": {
-          "x-observed-types": [
-            "number",
-            "null"
-          ]
-        }
-      },
-      "type": "object"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}
    • addedOutput schema / properties / filters_applied
      Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • removedOutput schema / properties / how_ranked
      Removed value: -{
-  "anyOf": [
-    {
-      "additionalProperties": {},
-      "properties": {
-        "hard_filters": {
-          "anyOf": [
-            {
-              "items": {
-                "x-observed-types": [
-                  "string",
-                  "null"
-                ]
-              },
-              "type": "array"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "relevance_vs_confidence": {
-          "x-observed-types": [
-            "string",
-            "null"
-          ]
-        },
-        "rules_version": {
-          "x-observed-types": [
-            "string",
-            "null"
-          ]
-        },
-        "tie_break": {
-          "x-observed-types": [
-            "string",
-            "null"
-          ]
-        },
-        "unknown_data_credit": {
-          "x-observed-types": [
-            "number",
-            "null"
-          ]
-        },
-        "weights_percent": {
-          "anyOf": [
-            {
-              "additionalProperties": {},
-              "properties": {
-                "experience": {
-                  "x-observed-types": [
-                    "number",
-                    "null"
-                  ]
-                },
-                "geography": {
-                  "x-observed-types": [
-                    "number",
-                    "null"
-                  ]
-                },
-                "practice": {
-                  "x-observed-types": [
-                    "number",
-                    "null"
-                  ]
-                },
-                "preferences": {
-                  "x-observed-types": [
-                    "number",
-                    "null"
-                  ]
-                },
-                "price": {
-                  "x-observed-types": [
-                    "number",
-                    "null"
-                  ]
-                },
-                "timing": {
-                  "x-observed-types": [
-                    "number",
-                    "null"
-                  ]
-                }
-              },
-              "type": "object"
-            },
-            {
-              "type": "null"
-            }
-          ]
-        },
-        "weights_version": {
-          "x-observed-types": [
-            "string",
-            "null"
-          ]
-        }
-      },
-      "type": "object"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}
    • removedOutput schema / properties / license_source_note
      Removed value: -{
-  "x-observed-types": [
-    "string",
-    "null"
-  ]
-}
    • addedOutput schema / properties / listing_notice
      Added value: +{
+  "x-observed-types": [
+    "string",
+    "null"
+  ]
+}
    • addedOutput schema / properties / no_match_explanation
      Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {},
+      "properties": {
+        "explanation": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        },
+        "next_action": {
+          "anyOf": [
+            {
+              "additionalProperties": {},
+              "properties": {
+                "needs_user_opt_in": {
+                  "x-observed-types": [
+                    "boolean",
+                    "null"
+                  ]
+                },
+                "say_to_user": {
+                  "x-observed-types": [
+                    "string",
+                    "null"
+                  ]
+                },
+                "set": {
+                  "anyOf": [
+                    {
+                      "additionalProperties": {},
+                      "properties": {
+                        "include_unconfirmed_practice_area": {
+                          "x-observed-types": [
+                            "boolean",
+                            "null"
+                          ]
+                        }
+                      },
+                      "type": "object"
+                    },
+                    {
+                      "type": "null"
+                    }
+                  ]
+                },
+                "tool": {
+                  "x-observed-types": [
+                    "string",
+                    "null"
+                  ]
+                }
+              },
+              "type": "object"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "reason": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        }
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • changedOutput schema / properties / notices / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {},
-    "properties": {
-      "no_paid_placement": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      },
-      "no_relationship": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      },
-      "not_advice": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      },
-      "ranking": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "no_paid_placement": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "no_relationship": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "not_advice": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "order": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • addedOutput schema / properties / page
      Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {},
+      "properties": {
+        "has_more": {
+          "x-observed-types": [
+            "boolean",
+            "null"
+          ]
+        },
+        "next_page": {
+          "x-observed-types": [
+            "null",
+            "number"
+          ]
+        },
+        "number": {
+          "x-observed-types": [
+            "number",
+            "null"
+          ]
+        },
+        "shown": {
+          "x-observed-types": [
+            "number",
+            "null"
+          ]
+        },
+        "size": {
+          "x-observed-types": [
+            "number",
+            "null"
+          ]
+        },
+        "total_listings": {
+          "x-observed-types": [
+            "number",
+            "null"
+          ]
+        }
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • removedOutput schema / properties / ranking_note
      Removed value: -{
-  "x-observed-types": [
-    "string",
-    "null"
-  ]
-}
    • removedOutput schema / properties / representation_side
      Removed value: -{
-  "anyOf": [
-    {
-      "additionalProperties": {},
-      "properties": {
-        "note": {
-          "x-observed-types": [
-            "string",
-            "null"
-          ]
-        },
-        "user_side": {
-          "x-observed-types": [
-            "string",
-            "null"
-          ]
-        }
-      },
-      "type": "object"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}
    • changedOutput schema / properties / results / anyOf
      Previous value: -[
-  {
-    "items": {
-      "anyOf": [
-        {
-          "additionalProperties": {},
-          "properties": {
-            "attorney_id": {
-              "x-observed-types": [
-                "string",
-                "null"
-              ]
-            },
-            "attribution": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "data_confidence": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "match_id": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "official_license_source": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "official_license_source_url": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "profile_url": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "schema_version": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source_checked_at": {
-                      "x-observed-types": "null"
-                    },
-                    "source_copied_at": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "source_home_url": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source_name": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "suggested_citation": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "availability": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "accepting_new_matters": {
-                      "x-observed-types": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "appointment_types": {
-                      "anyOf": [
-                        {
-                          "items": {},
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "certainty": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "last_checked": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "next_available_at": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "stale": {
-                      "x-observed-types": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "status": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "contact": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "phone": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "profile_url": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "website": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "data_confidence": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "evidence_coverage_percent": {
-                      "x-observed-types": [
-                        "number",
-                        "null"
-                      ]
-                    },
-                    "known": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "level": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "limits": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "unknown": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "data_updated": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "license_as_of": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "license_last_authoritative_check": {
-                      "x-observed-types": "null"
-                    },
-                    "synced_to_esq_copilot": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "experience": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "basis": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "years_licensed": {
-                      "x-observed-types": [
-                        "null",
-                        "number"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "fees": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "items": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "anyOf": [
-                              {
-                                "additionalProperties": {},
-                                "properties": {
-                                  "basis": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "billing_model": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "free_consultation": {
-                                    "x-observed-types": [
-                                      "null",
-                                      "boolean"
-                                    ]
-                                  },
-                                  "high": {
-                                    "x-observed-types": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  },
-                                  "low": {
-                                    "x-observed-types": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  },
-                                  "observed_at": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "payment_plans": {
-                                    "x-observed-types": [
-                                      "null",
-                                      "boolean"
-                                    ]
-                                  },
-                                  "practice_area": {
-                                    "x-observed-types": "null"
-                                  },
-                                  "source_url": {
-                                    "x-observed-types": "null"
-                                  },
-                                  "stale": {
-                                    "x-observed-types": [
-                                      "boolean",
-                                      "null"
-                                    ]
-                                  },
-                                  "unit": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  }
-                                },
-                                "type": "object"
-                              },
-                              {
-                                "type": "null"
-                              }
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "status": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "firm": {
-              "x-observed-types": [
-                "string",
-                "null"
-              ]
-            },
-            "languages": {
-              "anyOf": [
-                {
-                  "type": "string"
-                },
-                {
-                  "items": {
-                    "anyOf": [
-                      {
-                        "additionalProperties": {},
-                        "properties": {
-                          "basis": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "language": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          }
-                        },
-                        "type": "object"
-                      },
-                      {
-                        "type": "null"
-                      }
-                    ]
-                  },
-                  "type": "array"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "license": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "all_published_jurisdictions": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "as_of": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "bar_number": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "basis": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "check": {
-                      "anyOf": [
-                        {
-                          "additionalProperties": {},
-                          "properties": {
-                            "basis": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "copied_from_official_source_at": {
-                              "x-observed-types": [
-                                "null",
-                                "string"
-                              ]
-                            },
-                            "jurisdiction_collection": {
-                              "anyOf": [
-                                {
-                                  "additionalProperties": {},
-                                  "properties": {
-                                    "basis": {
-                                      "x-observed-types": [
-                                        "string",
-                                        "null"
-                                      ]
-                                    },
-                                    "copied_by": {
-                                      "x-observed-types": [
-                                        "string",
-                                        "null"
-                                      ]
-                                    },
-                                    "copied_on": {
-                                      "x-observed-types": "null"
-                                    },
-                                    "loaded_into_directory": {
-                                      "x-observed-types": [
-                                        "string",
-                                        "null"
-                                      ]
-                                    },
-                                    "source_dataset_updated": {
-                                      "x-observed-types": "null"
-                                    }
-                                  },
-                                  "type": "object"
-                                },
-                                {
-                                  "type": "null"
-                                }
-                              ]
-                            },
-                            "last_authoritative_check": {
-                              "x-observed-types": "null"
-                            },
-                            "not_identity_verification": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "note": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "official_lookup_url": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "official_record_url": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "source_authority": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "source_collection_note": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "status": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "synced_to_esq_copilot": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            }
-                          },
-                          "type": "object"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "jurisdiction": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source_url": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "stale": {
-                      "x-observed-types": [
-                        "null",
-                        "boolean"
-                      ]
-                    },
-                    "status": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "limitations": {
-              "anyOf": [
-                {
-                  "items": {
-                    "x-observed-types": [
-                      "string",
-                      "null"
-                    ]
-                  },
-                  "type": "array"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "location": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "city": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "county": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "state": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "match": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "breakdown": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "anyOf": [
-                              {
-                                "additionalProperties": {},
-                                "properties": {
-                                  "basis": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "detail": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "dimension": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "name": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "score": {
-                                    "x-observed-types": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  },
-                                  "weight_percent": {
-                                    "x-observed-types": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  }
-                                },
-                                "type": "object"
-                              },
-                              {
-                                "type": "null"
-                              }
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "explanation": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "relevance_score": {
-                      "x-observed-types": [
-                        "number",
-                        "null"
-                      ]
-                    },
-                    "scale": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "score": {
-                      "x-observed-types": [
-                        "number",
-                        "null"
-                      ]
-                    },
-                    "score_note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "unknown": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "unmet_or_weak": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "name": {
-              "x-observed-types": [
-                "string",
-                "null"
-              ]
-            },
-            "practice_areas": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "basis": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "match": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "values": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "private_client_intake": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "basis": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "confirmed_at": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "does_not_represent_sides": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "employer_type": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "employer_type_basis": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "excluded_by_default": {
-                      "x-observed-types": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "expires_at": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "lead_time_days": {
-                      "x-observed-types": "null"
-                    },
-                    "note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "remote_service": {
-                      "x-observed-types": "null"
-                    },
-                    "represents_sides": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "stale": {
-                      "x-observed-types": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "status": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "profile_url": {
-              "x-observed-types": [
-                "string",
-                "null"
-              ]
-            },
-            "rank": {
-              "x-observed-types": [
-                "number",
-                "null"
-              ]
-            },
-            "test_data": {
-              "x-observed-types": [
-                "boolean",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "attorney_id": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "attribution": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "data_confidence": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "match_id": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "official_license_source": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "official_license_source_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "profile_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "schema_version": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source_checked_at": {
+                      "x-observed-types": "null"
+                    },
+                    "source_copied_at": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source_home_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source_name": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "suggested_citation": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "availability": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "accepting_new_matters": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "appointment_types": {
+                      "anyOf": [
+                        {
+                          "items": {},
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "certainty": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "last_checked": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "next_available_at": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "stale": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "summary": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "citation": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "contact": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "message": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "message_delivery": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "phone": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "profile_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "website": {
+                      "x-observed-types": "null"
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "contact_eligibility": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "advisories": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "anyOf": [
+                              {
+                                "additionalProperties": {},
+                                "properties": {
+                                  "detail": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "pass": {
+                                    "x-observed-types": [
+                                      "boolean",
+                                      "null"
+                                    ]
+                                  },
+                                  "rule": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  }
+                                },
+                                "type": "object"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "eligibility_version": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "eligible": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "reasons": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "anyOf": [
+                              {
+                                "additionalProperties": {},
+                                "properties": {
+                                  "detail": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "pass": {
+                                    "x-observed-types": [
+                                      "boolean",
+                                      "null"
+                                    ]
+                                  },
+                                  "rule": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  }
+                                },
+                                "type": "object"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "data_confidence": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "evidence_coverage_percent": {
+                      "x-observed-types": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "known": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "level": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "limits": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "unknown": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "data_updated": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "license_as_of": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "license_last_authoritative_check": {
+                      "x-observed-types": "null"
+                    },
+                    "synced_to_esq_copilot": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "experience": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "years_licensed": {
+                      "x-observed-types": [
+                        "number",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "fees": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "as_of": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "items": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "anyOf": [
+                              {
+                                "additionalProperties": {},
+                                "properties": {
+                                  "basis": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "billing_model": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "free_consultation": {
+                                    "x-observed-types": [
+                                      "null",
+                                      "boolean"
+                                    ]
+                                  },
+                                  "high": {
+                                    "x-observed-types": [
+                                      "number",
+                                      "null"
+                                    ]
+                                  },
+                                  "low": {
+                                    "x-observed-types": [
+                                      "number",
+                                      "null"
+                                    ]
+                                  },
+                                  "observed_at": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "payment_plans": {
+                                    "x-observed-types": [
+                                      "boolean",
+                                      "null"
+                                    ]
+                                  },
+                                  "practice_area": {
+                                    "x-observed-types": "null"
+                                  },
+                                  "source_url": {
+                                    "x-observed-types": "null"
+                                  },
+                                  "stale": {
+                                    "x-observed-types": [
+                                      "boolean",
+                                      "null"
+                                    ]
+                                  },
+                                  "unit": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  }
+                                },
+                                "type": "object"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "summary": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "firm": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "first_contact": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "official_record_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "phone": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "route": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "say_to_user": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "tool": {
+                      "x-observed-types": "null"
+                    },
+                    "url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "website": {
+                      "x-observed-types": "null"
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "languages": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "items": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "basis": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "language": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "license": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "all_published_jurisdictions": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "as_of": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "bar_number": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "check": {
+                      "anyOf": [
+                        {
+                          "additionalProperties": {},
+                          "properties": {
+                            "basis": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "copied_from_official_source_at": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "jurisdiction_collection": {
+                              "anyOf": [
+                                {
+                                  "additionalProperties": {},
+                                  "properties": {
+                                    "basis": {
+                                      "x-observed-types": [
+                                        "string",
+                                        "null"
+                                      ]
+                                    },
+                                    "copied_by": {
+                                      "x-observed-types": [
+                                        "string",
+                                        "null"
+                                      ]
+                                    },
+                                    "copied_on": {
+                                      "x-observed-types": "null"
+                                    },
+                                    "loaded_into_directory": {
+                                      "x-observed-types": [
+                                        "string",
+                                        "null"
+                                      ]
+                                    },
+                                    "source_dataset_updated": {
+                                      "x-observed-types": [
+                                        "null",
+                                        "string"
+                                      ]
+                                    }
+                                  },
+                                  "type": "object"
+                                },
+                                {
+                                  "type": "null"
+                                }
+                              ]
+                            },
+                            "last_authoritative_check": {
+                              "x-observed-types": "null"
+                            },
+                            "not_identity_verification": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "note": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "official_lookup_url": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "official_record_url": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "source_authority": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "source_collection_note": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "status": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "synced_to_esq_copilot": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            }
+                          },
+                          "type": "object"
+                        },
+                        {
+                          "type": "string"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "jurisdiction": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "last_official_check": {
+                      "x-observed-types": "null"
+                    },
+                    "record_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "stale": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "state": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "limitations": {
+              "anyOf": [
+                {
+                  "items": {
+                    "x-observed-types": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "location": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "city": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "county": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "state": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "match_tier": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "label": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "tier": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "meets_filters": {
+              "anyOf": [
+                {
+                  "items": {
+                    "x-observed-types": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "name": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "next_action": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "public_contact": {
+                      "anyOf": [
+                        {
+                          "additionalProperties": {},
+                          "properties": {
+                            "note": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "official_record_url": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "phone": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "website": {
+                              "x-observed-types": "null"
+                            }
+                          },
+                          "type": "object"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "requires": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "then": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "tool": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "type": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "not_known": {
+              "anyOf": [
+                {
+                  "items": {
+                    "x-observed-types": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "notes": {
+              "anyOf": [
+                {
+                  "items": {
+                    "x-observed-types": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "office": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "city": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "county": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "state": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "position": {
+              "x-observed-types": [
+                "number",
+                "null"
+              ]
+            },
+            "practice_areas": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "fit": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "match": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "values": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "private_client_intake": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "confirmed_at": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "does_not_represent_sides": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "employer_type": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "employer_type_basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "excluded_by_default": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "expires_at": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "lead_time_days": {
+                      "x-observed-types": [
+                        "null",
+                        "number"
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "remote_service": {
+                      "x-observed-types": [
+                        "null",
+                        "boolean"
+                      ]
+                    },
+                    "represents_sides": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "stale": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "private_clients": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "profile_url": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "test_data": {
+              "x-observed-types": [
+                "boolean",
+                "null"
+              ]
+            },
+            "years_licensed": {
+              "x-observed-types": [
+                "number",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • addedOutput schema / properties / shared_notes
      Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {},
+      "properties": {
+        "citation": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        },
+        "contact": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        },
+        "license": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        },
+        "practice_areas": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        },
+        "representation_side": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        },
+        "unknown": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        }
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / properties / sort
      Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": {},
+      "properties": {
+        "by": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        },
+        "chosen_by": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        },
+        "label": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        },
+        "options": {
+          "anyOf": [
+            {
+              "items": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "type": "array"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "tie_break": {
+          "x-observed-types": [
+            "string",
+            "null"
+          ]
+        }
+      },
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • changedOutput schema / properties / suggestions / anyOf
      Previous value: -[
-  {
-    "items": {
-      "anyOf": [
-        {
-          "additionalProperties": {},
-          "properties": {
-            "change": {
-              "x-observed-types": [
-                "string",
-                "null"
-              ]
-            },
-            "would_find": {
-              "x-observed-types": [
-                "number",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "change": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "key": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "would_find": {
+              "x-observed-types": [
+                "number",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • addedOutput schema / properties / summary
      Added value: +{
+  "x-observed-types": [
+    "string",
+    "null"
+  ]
+}
    • addedOutput schema / properties / unverifiable_constraints
      Added value: +{
+  "anyOf": [
+    {
+      "items": {
+        "anyOf": [
+          {
+            "additionalProperties": {},
+            "properties": {
+              "constraint": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "note": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "requested": {
+                "anyOf": [
+                  {
+                    "additionalProperties": {},
+                    "properties": {
+                      "budget_max": {
+                        "x-observed-types": [
+                          "number",
+                          "null"
+                        ]
+                      },
+                      "max_consultation_fee": {
+                        "x-observed-types": "null"
+                      },
+                      "payment_plan_needed": {
+                        "x-observed-types": "null"
+                      }
+                    },
+                    "type": "object"
+                  },
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "type": "array"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • changedOutput schema / properties / urgency / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {},
-    "properties": {
-      "deadline": {
-        "anyOf": [
-          {
-            "type": "null"
-          },
-          {
-            "additionalProperties": {},
-            "properties": {
-              "date": {
-                "x-observed-types": [
-                  "string",
-                  "null"
-                ]
-              },
-              "days_away": {
-                "x-observed-types": [
-                  "number",
-                  "null"
-                ]
-              },
-              "source": {
-                "x-observed-types": [
-                  "string",
-                  "null"
-                ]
-              },
-              "type": {
-                "x-observed-types": [
-                  "string",
-                  "null"
-                ]
-              },
-              "verified": {
-                "x-observed-types": [
-                  "boolean",
-                  "null"
-                ]
-              }
-            },
-            "type": "object"
-          }
-        ]
-      },
-      "level": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      },
-      "notice": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      },
-      "rule": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      },
-      "source": {
-        "x-observed-types": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "deadline": {
+        "anyOf": [
+          {
+            "type": "null"
+          },
+          {
+            "additionalProperties": {},
+            "properties": {
+              "date": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "days_away": {
+                "x-observed-types": [
+                  "number",
+                  "null"
+                ]
+              },
+              "source": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "type": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "verified": {
+                "x-observed-types": [
+                  "boolean",
+                  "null"
+                ]
+              }
+            },
+            "type": "object"
+          }
+        ]
+      },
+      "level": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "notice": {
+        "x-observed-types": [
+          "null",
+          "string"
+        ]
+      },
+      "rule": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "source": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / required
      Previous value: -[
-  "api_version",
-  "engine_version",
-  "rules_version",
-  "notices",
-  "urgency",
-  "how_ranked",
-  "attribution",
-  "match_id",
-  "outcome",
-  "results"
-]New value: +[
+  "api_version",
+  "engine_version",
+  "rules_version",
+  "notices",
+  "urgency",
+  "attribution",
+  "match_id",
+  "outcome",
+  "results"
+]
  3. Changed3 schema fields changed
    • changedInput schema / properties / introduction_ready_only / description
      Previous value: -"true returns only lawyers who can receive an introduction through ESQ CoPilot right now (activated free EsqHarness that accepts this state and matter). Default false: every licensed lawyer is listed, with each one's status."New value: +"Deprecated since 2026-11-04 and ignored. Every listed lawyer is shown and can be contacted the same way."
    • changedInput schema / properties / preference_set_id / description
      Previous value: -"Saved criteria from update_matching_preferences"New value: +"Saved filters from update_listing_criteria"
    • changedOutput schema / properties / results / anyOf
      Previous value: -[
-  {
-    "items": {
-      "anyOf": [
-        {
-          "additionalProperties": {},
-          "properties": {
-            "attorney_id": {
-              "x-observed-types": [
-                "string",
-                "null"
-              ]
-            },
-            "attribution": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "data_confidence": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "match_id": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "official_license_source": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "official_license_source_url": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "profile_url": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "schema_version": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source_checked_at": {
-                      "x-observed-types": "null"
-                    },
-                    "source_copied_at": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "source_home_url": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source_name": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "suggested_citation": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "availability": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "accepting_new_matters": {
-                      "x-observed-types": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "appointment_types": {
-                      "anyOf": [
-                        {
-                          "items": {},
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "certainty": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "last_checked": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "next_available_at": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "stale": {
-                      "x-observed-types": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "status": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "contact": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "introduction": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "introduction_delivery": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "phone": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "profile_url": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "website": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "data_confidence": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "evidence_coverage_percent": {
-                      "x-observed-types": [
-                        "number",
-                        "null"
-                      ]
-                    },
-                    "known": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "level": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "limits": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "unknown": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "data_updated": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "license_as_of": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "license_last_authoritative_check": {
-                      "x-observed-types": "null"
-                    },
-                    "synced_to_esq_copilot": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "experience": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "basis": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "years_licensed": {
-                      "x-observed-types": [
-                        "null",
-                        "number"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "fees": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "items": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "anyOf": [
-                              {
-                                "additionalProperties": {},
-                                "properties": {
-                                  "basis": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "billing_model": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "free_consultation": {
-                                    "x-observed-types": [
-                                      "null",
-                                      "boolean"
-                                    ]
-                                  },
-                                  "high": {
-                                    "x-observed-types": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  },
-                                  "low": {
-                                    "x-observed-types": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  },
-                                  "observed_at": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "payment_plans": {
-                                    "x-observed-types": [
-                                      "null",
-                                      "boolean"
-                                    ]
-                                  },
-                                  "practice_area": {
-                                    "x-observed-types": "null"
-                                  },
-                                  "source_url": {
-                                    "x-observed-types": "null"
-                                  },
-                                  "stale": {
-                                    "x-observed-types": [
-                                      "boolean",
-                                      "null"
-                                    ]
-                                  },
-                                  "unit": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  }
-                                },
-                                "type": "object"
-                              },
-                              {
-                                "type": "null"
-                              }
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "status": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "firm": {
-              "x-observed-types": [
-                "string",
-                "null"
-              ]
-            },
-            "languages": {
-              "anyOf": [
-                {
-                  "type": "string"
-                },
-                {
-                  "items": {
-                    "anyOf": [
-                      {
-                        "additionalProperties": {},
-                        "properties": {
-                          "basis": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "language": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          }
-                        },
-                        "type": "object"
-                      },
-                      {
-                        "type": "null"
-                      }
-                    ]
-                  },
-                  "type": "array"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "license": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "all_published_jurisdictions": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "as_of": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "bar_number": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "basis": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "check": {
-                      "anyOf": [
-                        {
-                          "additionalProperties": {},
-                          "properties": {
-                            "basis": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "copied_from_official_source_at": {
-                              "x-observed-types": [
-                                "null",
-                                "string"
-                              ]
-                            },
-                            "jurisdiction_collection": {
-                              "anyOf": [
-                                {
-                                  "additionalProperties": {},
-                                  "properties": {
-                                    "basis": {
-                                      "x-observed-types": [
-                                        "string",
-                                        "null"
-                                      ]
-                                    },
-                                    "copied_by": {
-                                      "x-observed-types": [
-                                        "string",
-                                        "null"
-                                      ]
-                                    },
-                                    "copied_on": {
-                                      "x-observed-types": "null"
-                                    },
-                                    "loaded_into_directory": {
-                                      "x-observed-types": [
-                                        "string",
-                                        "null"
-                                      ]
-                                    },
-                                    "source_dataset_updated": {
-                                      "x-observed-types": "null"
-                                    }
-                                  },
-                                  "type": "object"
-                                },
-                                {
-                                  "type": "null"
-                                }
-                              ]
-                            },
-                            "last_authoritative_check": {
-                              "x-observed-types": "null"
-                            },
-                            "not_identity_verification": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "note": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "official_lookup_url": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "official_record_url": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "source_authority": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "source_collection_note": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "status": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "synced_to_esq_copilot": {
-                              "x-observed-types": [
-                                "string",
-                                "null"
-                              ]
-                            }
-                          },
-                          "type": "object"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "jurisdiction": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source_url": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "stale": {
-                      "x-observed-types": [
-                        "null",
-                        "boolean"
-                      ]
-                    },
-                    "status": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "limitations": {
-              "anyOf": [
-                {
-                  "items": {
-                    "x-observed-types": [
-                      "string",
-                      "null"
-                    ]
-                  },
-                  "type": "array"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "location": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "city": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "county": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "state": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "match": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "breakdown": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "anyOf": [
-                              {
-                                "additionalProperties": {},
-                                "properties": {
-                                  "basis": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "detail": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "dimension": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "name": {
-                                    "x-observed-types": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "score": {
-                                    "x-observed-types": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  },
-                                  "weight_percent": {
-                                    "x-observed-types": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  }
-                                },
-                                "type": "object"
-                              },
-                              {
-                                "type": "null"
-                              }
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "explanation": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "relevance_score": {
-                      "x-observed-types": [
-                        "number",
-                        "null"
-                      ]
-                    },
-                    "scale": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "score": {
-                      "x-observed-types": [
-                        "number",
-                        "null"
-                      ]
-                    },
-                    "score_note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "unknown": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "unmet_or_weak": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "name": {
-              "x-observed-types": [
-                "string",
-                "null"
-              ]
-            },
-            "practice_areas": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "basis": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "match": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "values": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "private_client_intake": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "basis": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "confirmed_at": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "does_not_represent_sides": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "employer_type": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "employer_type_basis": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "excluded_by_default": {
-                      "x-observed-types": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "expires_at": {
-                      "x-observed-types": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "lead_time_days": {
-                      "x-observed-types": "null"
-                    },
-                    "note": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "remote_service": {
-                      "x-observed-types": "null"
-                    },
-                    "represents_sides": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "x-observed-types": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "stale": {
-                      "x-observed-types": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "status": {
-                      "x-observed-types": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "profile_url": {
-              "x-observed-types": [
-                "string",
-                "null"
-              ]
-            },
-            "rank": {
-              "x-observed-types": [
-                "number",
-                "null"
-              ]
-            },
-            "test_data": {
-              "x-observed-types": [
-                "boolean",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "attorney_id": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "attribution": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "data_confidence": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "match_id": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "official_license_source": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "official_license_source_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "profile_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "schema_version": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source_checked_at": {
+                      "x-observed-types": "null"
+                    },
+                    "source_copied_at": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "source_home_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source_name": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "suggested_citation": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "availability": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "accepting_new_matters": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "appointment_types": {
+                      "anyOf": [
+                        {
+                          "items": {},
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "certainty": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "last_checked": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "next_available_at": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "stale": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "contact": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "phone": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "profile_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "website": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "data_confidence": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "evidence_coverage_percent": {
+                      "x-observed-types": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "known": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "level": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "limits": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "unknown": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "data_updated": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "license_as_of": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "license_last_authoritative_check": {
+                      "x-observed-types": "null"
+                    },
+                    "synced_to_esq_copilot": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "experience": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "years_licensed": {
+                      "x-observed-types": [
+                        "null",
+                        "number"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "fees": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "items": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "anyOf": [
+                              {
+                                "additionalProperties": {},
+                                "properties": {
+                                  "basis": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "billing_model": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "free_consultation": {
+                                    "x-observed-types": [
+                                      "null",
+                                      "boolean"
+                                    ]
+                                  },
+                                  "high": {
+                                    "x-observed-types": [
+                                      "number",
+                                      "null"
+                                    ]
+                                  },
+                                  "low": {
+                                    "x-observed-types": [
+                                      "number",
+                                      "null"
+                                    ]
+                                  },
+                                  "observed_at": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "payment_plans": {
+                                    "x-observed-types": [
+                                      "null",
+                                      "boolean"
+                                    ]
+                                  },
+                                  "practice_area": {
+                                    "x-observed-types": "null"
+                                  },
+                                  "source_url": {
+                                    "x-observed-types": "null"
+                                  },
+                                  "stale": {
+                                    "x-observed-types": [
+                                      "boolean",
+                                      "null"
+                                    ]
+                                  },
+                                  "unit": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  }
+                                },
+                                "type": "object"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "firm": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "languages": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "items": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "basis": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "language": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "license": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "all_published_jurisdictions": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "as_of": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "bar_number": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "check": {
+                      "anyOf": [
+                        {
+                          "additionalProperties": {},
+                          "properties": {
+                            "basis": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "copied_from_official_source_at": {
+                              "x-observed-types": [
+                                "null",
+                                "string"
+                              ]
+                            },
+                            "jurisdiction_collection": {
+                              "anyOf": [
+                                {
+                                  "additionalProperties": {},
+                                  "properties": {
+                                    "basis": {
+                                      "x-observed-types": [
+                                        "string",
+                                        "null"
+                                      ]
+                                    },
+                                    "copied_by": {
+                                      "x-observed-types": [
+                                        "string",
+                                        "null"
+                                      ]
+                                    },
+                                    "copied_on": {
+                                      "x-observed-types": "null"
+                                    },
+                                    "loaded_into_directory": {
+                                      "x-observed-types": [
+                                        "string",
+                                        "null"
+                                      ]
+                                    },
+                                    "source_dataset_updated": {
+                                      "x-observed-types": "null"
+                                    }
+                                  },
+                                  "type": "object"
+                                },
+                                {
+                                  "type": "null"
+                                }
+                              ]
+                            },
+                            "last_authoritative_check": {
+                              "x-observed-types": "null"
+                            },
+                            "not_identity_verification": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "note": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "official_lookup_url": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "official_record_url": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "source_authority": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "source_collection_note": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "status": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "synced_to_esq_copilot": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            }
+                          },
+                          "type": "object"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "jurisdiction": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "stale": {
+                      "x-observed-types": [
+                        "null",
+                        "boolean"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "limitations": {
+              "anyOf": [
+                {
+                  "items": {
+                    "x-observed-types": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "location": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "city": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "county": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "state": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "match": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "breakdown": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "anyOf": [
+                              {
+                                "additionalProperties": {},
+                                "properties": {
+                                  "basis": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "detail": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "dimension": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "name": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "score": {
+                                    "x-observed-types": [
+                                      "number",
+                                      "null"
+                                    ]
+                                  },
+                                  "weight_percent": {
+                                    "x-observed-types": [
+                                      "number",
+                                      "null"
+                                    ]
+                                  }
+                                },
+                                "type": "object"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "explanation": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "relevance_score": {
+                      "x-observed-types": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "scale": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "score": {
+                      "x-observed-types": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "score_note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "unknown": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "unmet_or_weak": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "name": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "practice_areas": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "match": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "values": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "private_client_intake": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "confirmed_at": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "does_not_represent_sides": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "employer_type": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "employer_type_basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "excluded_by_default": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "expires_at": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "lead_time_days": {
+                      "x-observed-types": "null"
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "remote_service": {
+                      "x-observed-types": "null"
+                    },
+                    "represents_sides": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "stale": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "profile_url": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "rank": {
+              "x-observed-types": [
+                "number",
+                "null"
+              ]
+            },
+            "test_data": {
+              "x-observed-types": [
+                "boolean",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
  4. Changed1 schema field changed
    • addedInput schema / properties / introduction_ready_only
      Added value: +{
+  "description": "true returns only lawyers who can receive an introduction through ESQ CoPilot right now (activated free EsqHarness that accepts this state and matter). Default false: every licensed lawyer is listed, with each one's status.",
+  "type": "boolean"
+}
  5. Changed36 schema fields changed
    • removedOutput schema / properties / api_version / type
      Removed value: -[
-  "string",
-  "null"
-]
    • addedOutput schema / properties / api_version / x-observed-types
      Added value: +[
+  "string",
+  "null"
+]
    • changedOutput schema / properties / attribution / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {},
-    "properties": {
-      "request_source": {
-        "anyOf": [
-          {
-            "additionalProperties": {},
-            "properties": {
-              "attribution_token": {
-                "type": [
-                  "string",
-                  "null"
-                ]
-              },
-              "campaign": {
-                "type": "null"
-              },
-              "channel": {
-                "type": [
-                  "string",
-                  "null"
-                ]
-              },
-              "partner_id": {
-                "type": [
-                  "null",
-                  "string"
-                ]
-              },
-              "platform": {
-                "type": [
-                  "string",
-                  "null"
-                ]
-              },
-              "status": {
-                "type": [
-                  "string",
-                  "null"
-                ]
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "schema_version": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "source_home_url": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "source_name": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "suggested_citation": {
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "request_source": {
+        "anyOf": [
+          {
+            "additionalProperties": {},
+            "properties": {
+              "attribution_token": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "campaign": {
+                "x-observed-types": "null"
+              },
+              "channel": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "partner_id": {
+                "x-observed-types": [
+                  "null",
+                  "string"
+                ]
+              },
+              "platform": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "status": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "schema_version": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "source_home_url": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "source_name": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "suggested_citation": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / covered_states / anyOf
      Previous value: -[
-  {
-    "items": {
-      "type": [
-        "string",
-        "null"
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "x-observed-types": [
+        "string",
+        "null"
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / data_coverage / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {},
-    "properties": {
-      "active_lawyers": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "note": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "state": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "with_practice_areas": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "with_published_fees": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "with_reported_availability": {
-        "type": [
-          "number",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "active_lawyers": {
+        "x-observed-types": [
+          "number",
+          "null"
+        ]
+      },
+      "note": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "state": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "with_practice_areas": {
+        "x-observed-types": [
+          "number",
+          "null"
+        ]
+      },
+      "with_published_fees": {
+        "x-observed-types": [
+          "number",
+          "null"
+        ]
+      },
+      "with_reported_availability": {
+        "x-observed-types": [
+          "number",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / eligible_by_practice_evidence / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {},
-    "properties": {
-      "any": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "exact": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "related": {
-        "type": [
-          "number",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "any": {
+        "x-observed-types": [
+          "number",
+          "null"
+        ]
+      },
+      "exact": {
+        "x-observed-types": [
+          "number",
+          "null"
+        ]
+      },
+      "related": {
+        "x-observed-types": [
+          "number",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / properties / eligible_count / type
      Removed value: -[
-  "number",
-  "null"
-]
    • addedOutput schema / properties / eligible_count / x-observed-types
      Added value: +[
+  "number",
+  "null"
+]
    • removedOutput schema / properties / engine_version / type
      Removed value: -[
-  "string",
-  "null"
-]
    • addedOutput schema / properties / engine_version / x-observed-types
      Added value: +[
+  "string",
+  "null"
+]
    • changedOutput schema / properties / excluded_by_rule / anyOf
      Previous value: -[
-  {
-    "items": {
-      "anyOf": [
-        {
-          "additionalProperties": {},
-          "properties": {
-            "count": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "reason": {
-              "type": [
-                "string",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "count": {
+              "x-observed-types": [
+                "number",
+                "null"
+              ]
+            },
+            "reason": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / how_ranked / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {},
-    "properties": {
-      "hard_filters": {
-        "anyOf": [
-          {
-            "items": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "type": "array"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "relevance_vs_confidence": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "rules_version": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "tie_break": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "unknown_data_credit": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "weights_percent": {
-        "anyOf": [
-          {
-            "additionalProperties": {},
-            "properties": {
-              "experience": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "geography": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "practice": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "preferences": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "price": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "timing": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "weights_version": {
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "hard_filters": {
+        "anyOf": [
+          {
+            "items": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "type": "array"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "relevance_vs_confidence": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "rules_version": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "tie_break": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "unknown_data_credit": {
+        "x-observed-types": [
+          "number",
+          "null"
+        ]
+      },
+      "weights_percent": {
+        "anyOf": [
+          {
+            "additionalProperties": {},
+            "properties": {
+              "experience": {
+                "x-observed-types": [
+                  "number",
+                  "null"
+                ]
+              },
+              "geography": {
+                "x-observed-types": [
+                  "number",
+                  "null"
+                ]
+              },
+              "practice": {
+                "x-observed-types": [
+                  "number",
+                  "null"
+                ]
+              },
+              "preferences": {
+                "x-observed-types": [
+                  "number",
+                  "null"
+                ]
+              },
+              "price": {
+                "x-observed-types": [
+                  "number",
+                  "null"
+                ]
+              },
+              "timing": {
+                "x-observed-types": [
+                  "number",
+                  "null"
+                ]
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "weights_version": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / legal_aid / anyOf
      Previous value: -[
-  {
-    "items": {
-      "anyOf": [
-        {
-          "additionalProperties": {},
-          "properties": {
-            "name": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "url": {
-              "type": [
-                "string",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "name": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "url": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / properties / license_source_note / type
      Removed value: -[
-  "string",
-  "null"
-]
    • addedOutput schema / properties / license_source_note / x-observed-types
      Added value: +[
+  "string",
+  "null"
+]
    • changedOutput schema / properties / low_cost_options / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {},
-    "properties": {
-      "note": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "resources": {
-        "anyOf": [
-          {
-            "items": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "name": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "url": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "type": "array"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "note": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "resources": {
+        "anyOf": [
+          {
+            "items": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "name": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "type": "array"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / properties / match_id / type
      Removed value: -[
-  "string",
-  "null"
-]
    • addedOutput schema / properties / match_id / x-observed-types
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / message / type
      Removed value: -[
-  "string",
-  "null"
-]
    • addedOutput schema / properties / message / x-observed-types
      Added value: +[
+  "string",
+  "null"
+]
    • changedOutput schema / properties / missing_information / anyOf
      Previous value: -[
-  {
-    "items": {
-      "anyOf": [
-        {
-          "additionalProperties": {},
-          "properties": {
-            "field": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "importance": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "question": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "why": {
-              "type": [
-                "string",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "field": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "importance": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "question": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "why": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / next_steps / anyOf
      Previous value: -[
-  {
-    "items": {
-      "type": [
-        "string",
-        "null"
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "x-observed-types": [
+        "string",
+        "null"
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / notices / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {},
-    "properties": {
-      "no_paid_placement": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "no_relationship": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "not_advice": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "ranking": {
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "no_paid_placement": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "no_relationship": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "not_advice": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "ranking": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / properties / outcome / type
      Removed value: -[
-  "string",
-  "null"
-]
    • addedOutput schema / properties / outcome / x-observed-types
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / ranking_note / type
      Removed value: -[
-  "string",
-  "null"
-]
    • addedOutput schema / properties / ranking_note / x-observed-types
      Added value: +[
+  "string",
+  "null"
+]
    • changedOutput schema / properties / representation_side / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {},
-    "properties": {
-      "note": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "user_side": {
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "note": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "user_side": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / results / anyOf
      Previous value: -[
-  {
-    "items": {
-      "anyOf": [
-        {
-          "additionalProperties": {},
-          "properties": {
-            "attorney_id": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "attribution": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "data_confidence": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "match_id": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "official_license_source": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "official_license_source_url": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "profile_url": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "schema_version": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source_checked_at": {
-                      "type": "null"
-                    },
-                    "source_copied_at": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "source_home_url": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source_name": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "suggested_citation": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "availability": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "accepting_new_matters": {
-                      "type": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "appointment_types": {
-                      "anyOf": [
-                        {
-                          "items": {},
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "certainty": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "last_checked": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "next_available_at": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "note": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "stale": {
-                      "type": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "status": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "contact": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "introduction": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "introduction_delivery": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "phone": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "profile_url": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "website": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "data_confidence": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "evidence_coverage_percent": {
-                      "type": [
-                        "number",
-                        "null"
-                      ]
-                    },
-                    "known": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "type": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "level": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "limits": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "type": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "note": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "unknown": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "type": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "data_updated": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "license_as_of": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "license_last_authoritative_check": {
-                      "type": "null"
-                    },
-                    "synced_to_esq_copilot": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "experience": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "basis": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "years_licensed": {
-                      "type": [
-                        "null",
-                        "number"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "fees": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "items": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "anyOf": [
-                              {
-                                "additionalProperties": {},
-                                "properties": {
-                                  "basis": {
-                                    "type": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "billing_model": {
-                                    "type": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "free_consultation": {
-                                    "type": [
-                                      "null",
-                                      "boolean"
-                                    ]
-                                  },
-                                  "high": {
-                                    "type": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  },
-                                  "low": {
-                                    "type": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  },
-                                  "observed_at": {
-                                    "type": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "payment_plans": {
-                                    "type": [
-                                      "null",
-                                      "boolean"
-                                    ]
-                                  },
-                                  "practice_area": {
-                                    "type": "null"
-                                  },
-                                  "source_url": {
-                                    "type": "null"
-                                  },
-                                  "stale": {
-                                    "type": [
-                                      "boolean",
-                                      "null"
-                                    ]
-                                  },
-                                  "unit": {
-                                    "type": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  }
-                                },
-                                "type": "object"
-                              },
-                              {
-                                "type": "null"
-                              }
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "note": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "status": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "firm": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "languages": {
-              "anyOf": [
-                {
-                  "type": "string"
-                },
-                {
-                  "items": {
-                    "anyOf": [
-                      {
-                        "additionalProperties": {},
-                        "properties": {
-                          "basis": {
-                            "type": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "language": {
-                            "type": [
-                              "string",
-                              "null"
-                            ]
-                          }
-                        },
-                        "type": "object"
-                      },
-                      {
-                        "type": "null"
-                      }
-                    ]
-                  },
-                  "type": "array"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "license": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "all_published_jurisdictions": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "type": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "as_of": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "bar_number": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "basis": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "check": {
-                      "anyOf": [
-                        {
-                          "additionalProperties": {},
-                          "properties": {
-                            "basis": {
-                              "type": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "copied_from_official_source_at": {
-                              "type": [
-                                "null",
-                                "string"
-                              ]
-                            },
-                            "jurisdiction_collection": {
-                              "anyOf": [
-                                {
-                                  "additionalProperties": {},
-                                  "properties": {
-                                    "basis": {
-                                      "type": [
-                                        "string",
-                                        "null"
-                                      ]
-                                    },
-                                    "copied_by": {
-                                      "type": [
-                                        "string",
-                                        "null"
-                                      ]
-                                    },
-                                    "copied_on": {
-                                      "type": "null"
-                                    },
-                                    "loaded_into_directory": {
-                                      "type": [
-                                        "string",
-                                        "null"
-                                      ]
-                                    },
-                                    "source_dataset_updated": {
-                                      "type": "null"
-                                    }
-                                  },
-                                  "type": "object"
-                                },
-                                {
-                                  "type": "null"
-                                }
-                              ]
-                            },
-                            "last_authoritative_check": {
-                              "type": "null"
-                            },
-                            "not_identity_verification": {
-                              "type": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "note": {
-                              "type": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "official_lookup_url": {
-                              "type": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "official_record_url": {
-                              "type": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "source_authority": {
-                              "type": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "source_collection_note": {
-                              "type": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "status": {
-                              "type": [
-                                "string",
-                                "null"
-                              ]
-                            },
-                            "synced_to_esq_copilot": {
-                              "type": [
-                                "string",
-                                "null"
-                              ]
-                            }
-                          },
-                          "type": "object"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "jurisdiction": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "source_url": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "stale": {
-                      "type": [
-                        "null",
-                        "boolean"
-                      ]
-                    },
-                    "status": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "limitations": {
-              "anyOf": [
-                {
-                  "items": {
-                    "type": [
-                      "string",
-                      "null"
-                    ]
-                  },
-                  "type": "array"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "location": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "city": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "county": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "state": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "match": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "breakdown": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "anyOf": [
-                              {
-                                "additionalProperties": {},
-                                "properties": {
-                                  "basis": {
-                                    "type": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "detail": {
-                                    "type": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "dimension": {
-                                    "type": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "name": {
-                                    "type": [
-                                      "string",
-                                      "null"
-                                    ]
-                                  },
-                                  "score": {
-                                    "type": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  },
-                                  "weight_percent": {
-                                    "type": [
-                                      "number",
-                                      "null"
-                                    ]
-                                  }
-                                },
-                                "type": "object"
-                              },
-                              {
-                                "type": "null"
-                              }
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "explanation": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "relevance_score": {
-                      "type": [
-                        "number",
-                        "null"
-                      ]
-                    },
-                    "scale": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "score": {
-                      "type": [
-                        "number",
-                        "null"
-                      ]
-                    },
-                    "score_note": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "unknown": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "type": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "unmet_or_weak": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "type": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "name": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "practice_areas": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "basis": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "match": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "note": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "values": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "type": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "private_client_intake": {
-              "anyOf": [
-                {
-                  "additionalProperties": {},
-                  "properties": {
-                    "basis": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "confirmed_at": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "does_not_represent_sides": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "type": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "employer_type": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "employer_type_basis": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "excluded_by_default": {
-                      "type": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "expires_at": {
-                      "type": [
-                        "null",
-                        "string"
-                      ]
-                    },
-                    "lead_time_days": {
-                      "type": "null"
-                    },
-                    "note": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    },
-                    "remote_service": {
-                      "type": "null"
-                    },
-                    "represents_sides": {
-                      "anyOf": [
-                        {
-                          "items": {
-                            "type": [
-                              "string",
-                              "null"
-                            ]
-                          },
-                          "type": "array"
-                        },
-                        {
-                          "type": "null"
-                        }
-                      ]
-                    },
-                    "stale": {
-                      "type": [
-                        "boolean",
-                        "null"
-                      ]
-                    },
-                    "status": {
-                      "type": [
-                        "string",
-                        "null"
-                      ]
-                    }
-                  },
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "profile_url": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "rank": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "test_data": {
-              "type": [
-                "boolean",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "attorney_id": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "attribution": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "data_confidence": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "match_id": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "official_license_source": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "official_license_source_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "profile_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "schema_version": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source_checked_at": {
+                      "x-observed-types": "null"
+                    },
+                    "source_copied_at": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "source_home_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source_name": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "suggested_citation": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "availability": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "accepting_new_matters": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "appointment_types": {
+                      "anyOf": [
+                        {
+                          "items": {},
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "certainty": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "last_checked": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "next_available_at": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "stale": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "contact": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "introduction": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "introduction_delivery": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "phone": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "profile_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "website": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "data_confidence": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "evidence_coverage_percent": {
+                      "x-observed-types": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "known": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "level": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "limits": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "unknown": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "data_updated": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "license_as_of": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "license_last_authoritative_check": {
+                      "x-observed-types": "null"
+                    },
+                    "synced_to_esq_copilot": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "experience": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "years_licensed": {
+                      "x-observed-types": [
+                        "null",
+                        "number"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "fees": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "items": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "anyOf": [
+                              {
+                                "additionalProperties": {},
+                                "properties": {
+                                  "basis": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "billing_model": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "free_consultation": {
+                                    "x-observed-types": [
+                                      "null",
+                                      "boolean"
+                                    ]
+                                  },
+                                  "high": {
+                                    "x-observed-types": [
+                                      "number",
+                                      "null"
+                                    ]
+                                  },
+                                  "low": {
+                                    "x-observed-types": [
+                                      "number",
+                                      "null"
+                                    ]
+                                  },
+                                  "observed_at": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "payment_plans": {
+                                    "x-observed-types": [
+                                      "null",
+                                      "boolean"
+                                    ]
+                                  },
+                                  "practice_area": {
+                                    "x-observed-types": "null"
+                                  },
+                                  "source_url": {
+                                    "x-observed-types": "null"
+                                  },
+                                  "stale": {
+                                    "x-observed-types": [
+                                      "boolean",
+                                      "null"
+                                    ]
+                                  },
+                                  "unit": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  }
+                                },
+                                "type": "object"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "firm": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "languages": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "items": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "basis": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "language": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "license": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "all_published_jurisdictions": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "as_of": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "bar_number": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "check": {
+                      "anyOf": [
+                        {
+                          "additionalProperties": {},
+                          "properties": {
+                            "basis": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "copied_from_official_source_at": {
+                              "x-observed-types": [
+                                "null",
+                                "string"
+                              ]
+                            },
+                            "jurisdiction_collection": {
+                              "anyOf": [
+                                {
+                                  "additionalProperties": {},
+                                  "properties": {
+                                    "basis": {
+                                      "x-observed-types": [
+                                        "string",
+                                        "null"
+                                      ]
+                                    },
+                                    "copied_by": {
+                                      "x-observed-types": [
+                                        "string",
+                                        "null"
+                                      ]
+                                    },
+                                    "copied_on": {
+                                      "x-observed-types": "null"
+                                    },
+                                    "loaded_into_directory": {
+                                      "x-observed-types": [
+                                        "string",
+                                        "null"
+                                      ]
+                                    },
+                                    "source_dataset_updated": {
+                                      "x-observed-types": "null"
+                                    }
+                                  },
+                                  "type": "object"
+                                },
+                                {
+                                  "type": "null"
+                                }
+                              ]
+                            },
+                            "last_authoritative_check": {
+                              "x-observed-types": "null"
+                            },
+                            "not_identity_verification": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "note": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "official_lookup_url": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "official_record_url": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "source_authority": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "source_collection_note": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "status": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            },
+                            "synced_to_esq_copilot": {
+                              "x-observed-types": [
+                                "string",
+                                "null"
+                              ]
+                            }
+                          },
+                          "type": "object"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "jurisdiction": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "source_url": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "stale": {
+                      "x-observed-types": [
+                        "null",
+                        "boolean"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "limitations": {
+              "anyOf": [
+                {
+                  "items": {
+                    "x-observed-types": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "location": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "city": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "county": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "state": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "match": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "breakdown": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "anyOf": [
+                              {
+                                "additionalProperties": {},
+                                "properties": {
+                                  "basis": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "detail": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "dimension": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "name": {
+                                    "x-observed-types": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "score": {
+                                    "x-observed-types": [
+                                      "number",
+                                      "null"
+                                    ]
+                                  },
+                                  "weight_percent": {
+                                    "x-observed-types": [
+                                      "number",
+                                      "null"
+                                    ]
+                                  }
+                                },
+                                "type": "object"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "explanation": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "relevance_score": {
+                      "x-observed-types": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "scale": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "score": {
+                      "x-observed-types": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "score_note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "unknown": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "unmet_or_weak": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "name": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "practice_areas": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "match": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "values": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "private_client_intake": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "confirmed_at": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "does_not_represent_sides": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "employer_type": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "employer_type_basis": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "excluded_by_default": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "expires_at": {
+                      "x-observed-types": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "lead_time_days": {
+                      "x-observed-types": "null"
+                    },
+                    "note": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "remote_service": {
+                      "x-observed-types": "null"
+                    },
+                    "represents_sides": {
+                      "anyOf": [
+                        {
+                          "items": {
+                            "x-observed-types": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "type": "array"
+                        },
+                        {
+                          "type": "null"
+                        }
+                      ]
+                    },
+                    "stale": {
+                      "x-observed-types": [
+                        "boolean",
+                        "null"
+                      ]
+                    },
+                    "status": {
+                      "x-observed-types": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "profile_url": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "rank": {
+              "x-observed-types": [
+                "number",
+                "null"
+              ]
+            },
+            "test_data": {
+              "x-observed-types": [
+                "boolean",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / properties / returned / type
      Removed value: -[
-  "number",
-  "null"
-]
    • addedOutput schema / properties / returned / x-observed-types
      Added value: +[
+  "number",
+  "null"
+]
    • removedOutput schema / properties / rules_version / type
      Removed value: -[
-  "string",
-  "null"
-]
    • addedOutput schema / properties / rules_version / x-observed-types
      Added value: +[
+  "string",
+  "null"
+]
    • changedOutput schema / properties / suggestions / anyOf
      Previous value: -[
-  {
-    "items": {
-      "anyOf": [
-        {
-          "additionalProperties": {},
-          "properties": {
-            "change": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "would_find": {
-              "type": [
-                "number",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        },
-        {
-          "type": "null"
-        }
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "change": {
+              "x-observed-types": [
+                "string",
+                "null"
+              ]
+            },
+            "would_find": {
+              "x-observed-types": [
+                "number",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / unmet_criteria / anyOf
      Previous value: -[
-  {
-    "items": {
-      "type": [
-        "string",
-        "null"
-      ]
-    },
-    "type": "array"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "items": {
+      "x-observed-types": [
+        "string",
+        "null"
+      ]
+    },
+    "type": "array"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / urgency / anyOf
      Previous value: -[
-  {
-    "additionalProperties": {},
-    "properties": {
-      "deadline": {
-        "anyOf": [
-          {
-            "type": "null"
-          },
-          {
-            "additionalProperties": {},
-            "properties": {
-              "date": {
-                "type": [
-                  "string",
-                  "null"
-                ]
-              },
-              "days_away": {
-                "type": [
-                  "number",
-                  "null"
-                ]
-              },
-              "source": {
-                "type": [
-                  "string",
-                  "null"
-                ]
-              },
-              "type": {
-                "type": [
-                  "string",
-                  "null"
-                ]
-              },
-              "verified": {
-                "type": [
-                  "boolean",
-                  "null"
-                ]
-              }
-            },
-            "type": "object"
-          }
-        ]
-      },
-      "level": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "notice": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "rule": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "source": {
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": {},
+    "properties": {
+      "deadline": {
+        "anyOf": [
+          {
+            "type": "null"
+          },
+          {
+            "additionalProperties": {},
+            "properties": {
+              "date": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "days_away": {
+                "x-observed-types": [
+                  "number",
+                  "null"
+                ]
+              },
+              "source": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "type": {
+                "x-observed-types": [
+                  "string",
+                  "null"
+                ]
+              },
+              "verified": {
+                "x-observed-types": [
+                  "boolean",
+                  "null"
+                ]
+              }
+            },
+            "type": "object"
+          }
+        ]
+      },
+      "level": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "notice": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "rule": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      },
+      "source": {
+        "x-observed-types": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
  6. Changed2 schema fields changed
    • addedInput schema / properties / verbosity
      Added value: +{
+  "description": "compact leaves out the repeated license-check details on each result (status, source and dates stay); default full",
+  "enum": [
+    "full",
+    "compact"
+  ],
+  "type": "string"
+}
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": {},
+  "properties": {
+    "api_version": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "attribution": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "request_source": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "attribution_token": {
+                      "type": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "campaign": {
+                      "type": "null"
+                    },
+                    "channel": {
+                      "type": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "partner_id": {
+                      "type": [
+                        "null",
+                        "string"
+                      ]
+                    },
+                    "platform": {
+                      "type": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "status": {
+                      "type": [
+                        "string",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "schema_version": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "source_home_url": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "source_name": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "suggested_citation": {
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "covered_states": {
+      "anyOf": [
+        {
+          "items": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "data_coverage": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "active_lawyers": {
+              "type": [
+                "number",
+                "null"
+              ]
+            },
+            "note": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "state": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "with_practice_areas": {
+              "type": [
+                "number",
+                "null"
+              ]
+            },
+            "with_published_fees": {
+              "type": [
+                "number",
+                "null"
+              ]
+            },
+            "with_reported_availability": {
+              "type": [
+                "number",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "eligible_by_practice_evidence": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "any": {
+              "type": [
+                "number",
+                "null"
+              ]
+            },
+            "exact": {
+              "type": [
+                "number",
+                "null"
+              ]
+            },
+            "related": {
+              "type": [
+                "number",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "eligible_count": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "engine_version": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "excluded_by_rule": {
+      "anyOf": [
+        {
+          "items": {
+            "anyOf": [
+              {
+                "additionalProperties": {},
+                "properties": {
+                  "count": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "reason": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  }
+                },
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "how_ranked": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "hard_filters": {
+              "anyOf": [
+                {
+                  "items": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "relevance_vs_confidence": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "rules_version": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "tie_break": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "unknown_data_credit": {
+              "type": [
+                "number",
+                "null"
+              ]
+            },
+            "weights_percent": {
+              "anyOf": [
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "experience": {
+                      "type": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "geography": {
+                      "type": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "practice": {
+                      "type": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "preferences": {
+                      "type": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "price": {
+                      "type": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "timing": {
+                      "type": [
+                        "number",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "weights_version": {
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "legal_aid": {
+      "anyOf": [
+        {
+          "items": {
+            "anyOf": [
+              {
+                "additionalProperties": {},
+                "properties": {
+                  "name": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "url": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  }
+                },
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "license_source_note": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "low_cost_options": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "note": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "resources": {
+              "anyOf": [
+                {
+                  "items": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "name": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "url": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "match_id": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "message": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "missing_information": {
+      "anyOf": [
+        {
+          "items": {
+            "anyOf": [
+              {
+                "additionalProperties": {},
+                "properties": {
+                  "field": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "importance": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "question": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "why": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  }
+                },
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "next_steps": {
+      "anyOf": [
+        {
+          "items": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "notices": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "no_paid_placement": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "no_relationship": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "not_advice": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "ranking": {
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "outcome": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "ranking_note": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "representation_side": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "note": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "user_side": {
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "results": {
+      "anyOf": [
+        {
+          "items": {
+            "anyOf": [
+              {
+                "additionalProperties": {},
+                "properties": {
+                  "attorney_id": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "attribution": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "data_confidence": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "match_id": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "official_license_source": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "official_license_source_url": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "profile_url": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "schema_version": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "source_checked_at": {
+                            "type": "null"
+                          },
+                          "source_copied_at": {
+                            "type": [
+                              "null",
+                              "string"
+                            ]
+                          },
+                          "source_home_url": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "source_name": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "suggested_citation": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "availability": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "accepting_new_matters": {
+                            "type": [
+                              "boolean",
+                              "null"
+                            ]
+                          },
+                          "appointment_types": {
+                            "anyOf": [
+                              {
+                                "items": {},
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "certainty": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "last_checked": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "next_available_at": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "note": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "source": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "stale": {
+                            "type": [
+                              "boolean",
+                              "null"
+                            ]
+                          },
+                          "status": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "contact": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "introduction": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "introduction_delivery": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "phone": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "profile_url": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "website": {
+                            "type": [
+                              "null",
+                              "string"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "data_confidence": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "evidence_coverage_percent": {
+                            "type": [
+                              "number",
+                              "null"
+                            ]
+                          },
+                          "known": {
+                            "anyOf": [
+                              {
+                                "items": {
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                },
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "level": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "limits": {
+                            "anyOf": [
+                              {
+                                "items": {
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                },
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "note": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "unknown": {
+                            "anyOf": [
+                              {
+                                "items": {
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                },
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "data_updated": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "license_as_of": {
+                            "type": [
+                              "null",
+                              "string"
+                            ]
+                          },
+                          "license_last_authoritative_check": {
+                            "type": "null"
+                          },
+                          "synced_to_esq_copilot": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "experience": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "basis": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "years_licensed": {
+                            "type": [
+                              "null",
+                              "number"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "fees": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "items": {
+                            "anyOf": [
+                              {
+                                "items": {
+                                  "anyOf": [
+                                    {
+                                      "additionalProperties": {},
+                                      "properties": {
+                                        "basis": {
+                                          "type": [
+                                            "string",
+                                            "null"
+                                          ]
+                                        },
+                                        "billing_model": {
+                                          "type": [
+                                            "string",
+                                            "null"
+                                          ]
+                                        },
+                                        "free_consultation": {
+                                          "type": [
+                                            "null",
+                                            "boolean"
+                                          ]
+                                        },
+                                        "high": {
+                                          "type": [
+                                            "number",
+                                            "null"
+                                          ]
+                                        },
+                                        "low": {
+                                          "type": [
+                                            "number",
+                                            "null"
+                                          ]
+                                        },
+                                        "observed_at": {
+                                          "type": [
+                                            "string",
+                                            "null"
+                                          ]
+                                        },
+                                        "payment_plans": {
+                                          "type": [
+                                            "null",
+                                            "boolean"
+                                          ]
+                                        },
+                                        "practice_area": {
+                                          "type": "null"
+                                        },
+                                        "source_url": {
+                                          "type": "null"
+                                        },
+                                        "stale": {
+                                          "type": [
+                                            "boolean",
+                                            "null"
+                                          ]
+                                        },
+                                        "unit": {
+                                          "type": [
+                                            "string",
+                                            "null"
+                                          ]
+                                        }
+                                      },
+                                      "type": "object"
+                                    },
+                                    {
+                                      "type": "null"
+                                    }
+                                  ]
+                                },
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "note": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "status": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "firm": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "languages": {
+                    "anyOf": [
+                      {
+                        "type": "string"
+                      },
+                      {
+                        "items": {
+                          "anyOf": [
+                            {
+                              "additionalProperties": {},
+                              "properties": {
+                                "basis": {
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                },
+                                "language": {
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                }
+                              },
+                              "type": "object"
+                            },
+                            {
+                              "type": "null"
+                            }
+                          ]
+                        },
+                        "type": "array"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "license": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "all_published_jurisdictions": {
+                            "anyOf": [
+                              {
+                                "items": {
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                },
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "as_of": {
+                            "type": [
+                              "null",
+                              "string"
+                            ]
+                          },
+                          "bar_number": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "basis": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "check": {
+                            "anyOf": [
+                              {
+                                "additionalProperties": {},
+                                "properties": {
+                                  "basis": {
+                                    "type": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "copied_from_official_source_at": {
+                                    "type": [
+                                      "null",
+                                      "string"
+                                    ]
+                                  },
+                                  "jurisdiction_collection": {
+                                    "anyOf": [
+                                      {
+                                        "additionalProperties": {},
+                                        "properties": {
+                                          "basis": {
+                                            "type": [
+                                              "string",
+                                              "null"
+                                            ]
+                                          },
+                                          "copied_by": {
+                                            "type": [
+                                              "string",
+                                              "null"
+                                            ]
+                                          },
+                                          "copied_on": {
+                                            "type": "null"
+                                          },
+                                          "loaded_into_directory": {
+                                            "type": [
+                                              "string",
+                                              "null"
+                                            ]
+                                          },
+                                          "source_dataset_updated": {
+                                            "type": "null"
+                                          }
+                                        },
+                                        "type": "object"
+                                      },
+                                      {
+                                        "type": "null"
+                                      }
+                                    ]
+                                  },
+                                  "last_authoritative_check": {
+                                    "type": "null"
+                                  },
+                                  "not_identity_verification": {
+                                    "type": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "note": {
+                                    "type": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "official_lookup_url": {
+                                    "type": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "official_record_url": {
+                                    "type": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "source_authority": {
+                                    "type": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "source_collection_note": {
+                                    "type": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "status": {
+                                    "type": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  },
+                                  "synced_to_esq_copilot": {
+                                    "type": [
+                                      "string",
+                                      "null"
+                                    ]
+                                  }
+                                },
+                                "type": "object"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "jurisdiction": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "source": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "source_url": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "stale": {
+                            "type": [
+                              "null",
+                              "boolean"
+                            ]
+                          },
+                          "status": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "limitations": {
+                    "anyOf": [
+                      {
+                        "items": {
+                          "type": [
+                            "string",
+                            "null"
+                          ]
+                        },
+                        "type": "array"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "location": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "city": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "county": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "state": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "match": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "breakdown": {
+                            "anyOf": [
+                              {
+                                "items": {
+                                  "anyOf": [
+                                    {
+                                      "additionalProperties": {},
+                                      "properties": {
+                                        "basis": {
+                                          "type": [
+                                            "string",
+                                            "null"
+                                          ]
+                                        },
+                                        "detail": {
+                                          "type": [
+                                            "string",
+                                            "null"
+                                          ]
+                                        },
+                                        "dimension": {
+                                          "type": [
+                                            "string",
+                                            "null"
+                                          ]
+                                        },
+                                        "name": {
+                                          "type": [
+                                            "string",
+                                            "null"
+                                          ]
+                                        },
+                                        "score": {
+                                          "type": [
+                                            "number",
+                                            "null"
+                                          ]
+                                        },
+                                        "weight_percent": {
+                                          "type": [
+                                            "number",
+                                            "null"
+                                          ]
+                                        }
+                                      },
+                                      "type": "object"
+                                    },
+                                    {
+                                      "type": "null"
+                                    }
+                                  ]
+                                },
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "explanation": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "relevance_score": {
+                            "type": [
+                              "number",
+                              "null"
+                            ]
+                          },
+                          "scale": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "score": {
+                            "type": [
+                              "number",
+                              "null"
+                            ]
+                          },
+                          "score_note": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "unknown": {
+                            "anyOf": [
+                              {
+                                "items": {
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                },
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "unmet_or_weak": {
+                            "anyOf": [
+                              {
+                                "items": {
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                },
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "name": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "practice_areas": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "basis": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "match": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "note": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "values": {
+                            "anyOf": [
+                              {
+                                "items": {
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                },
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "private_client_intake": {
+                    "anyOf": [
+                      {
+                        "additionalProperties": {},
+                        "properties": {
+                          "basis": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "confirmed_at": {
+                            "type": [
+                              "null",
+                              "string"
+                            ]
+                          },
+                          "does_not_represent_sides": {
+                            "anyOf": [
+                              {
+                                "items": {
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                },
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "employer_type": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "employer_type_basis": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "excluded_by_default": {
+                            "type": [
+                              "boolean",
+                              "null"
+                            ]
+                          },
+                          "expires_at": {
+                            "type": [
+                              "null",
+                              "string"
+                            ]
+                          },
+                          "lead_time_days": {
+                            "type": "null"
+                          },
+                          "note": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          },
+                          "remote_service": {
+                            "type": "null"
+                          },
+                          "represents_sides": {
+                            "anyOf": [
+                              {
+                                "items": {
+                                  "type": [
+                                    "string",
+                                    "null"
+                                  ]
+                                },
+                                "type": "array"
+                              },
+                              {
+                                "type": "null"
+                              }
+                            ]
+                          },
+                          "stale": {
+                            "type": [
+                              "boolean",
+                              "null"
+                            ]
+                          },
+                          "status": {
+                            "type": [
+                              "string",
+                              "null"
+                            ]
+                          }
+                        },
+                        "type": "object"
+                      },
+                      {
+                        "type": "null"
+                      }
+                    ]
+                  },
+                  "profile_url": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "rank": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  },
+                  "test_data": {
+                    "type": [
+                      "boolean",
+                      "null"
+                    ]
+                  }
+                },
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "returned": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "rules_version": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "suggestions": {
+      "anyOf": [
+        {
+          "items": {
+            "anyOf": [
+              {
+                "additionalProperties": {},
+                "properties": {
+                  "change": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "would_find": {
+                    "type": [
+                      "number",
+                      "null"
+                    ]
+                  }
+                },
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "unmet_criteria": {
+      "anyOf": [
+        {
+          "items": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "type": "array"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    },
+    "urgency": {
+      "anyOf": [
+        {
+          "additionalProperties": {},
+          "properties": {
+            "deadline": {
+              "anyOf": [
+                {
+                  "type": "null"
+                },
+                {
+                  "additionalProperties": {},
+                  "properties": {
+                    "date": {
+                      "type": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "days_away": {
+                      "type": [
+                        "number",
+                        "null"
+                      ]
+                    },
+                    "source": {
+                      "type": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "type": {
+                      "type": [
+                        "string",
+                        "null"
+                      ]
+                    },
+                    "verified": {
+                      "type": [
+                        "boolean",
+                        "null"
+                      ]
+                    }
+                  },
+                  "type": "object"
+                }
+              ]
+            },
+            "level": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "notice": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "rule": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "source": {
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        },
+        {
+          "type": "null"
+        }
+      ]
+    }
+  },
+  "required": [
+    "api_version",
+    "engine_version",
+    "rules_version",
+    "notices",
+    "urgency",
+    "how_ranked",
+    "attribution",
+    "match_id",
+    "outcome",
+    "results"
+  ],
+  "type": "object"
+}
  7. Changed3 schema fields changed
    • changedInput schema / properties / attribution_token / description
      Previous value: -"Signed campaign/partner token issued by ESQ CoPilot, if the user arrived through a partner link"New value: +"Signed campaign/partner token issued by ESQ Matching Engine, if the user arrived through a partner link"
    • changedInput schema / properties / client_side / description
      Previous value: -"Which side the user is on. ESQ CoPilot has no record of which side lawyers usually represent, so results carry a warning to ask."New value: +"Which side the user is on. ESQ Matching Engine has no record of which side lawyers usually represent, so results carry a warning to ask."
    • changedInput schema / properties / deadline_date / description
      Previous value: -"A deadline the USER reported (hearing, filing, response). ESQ CoPilot does not verify or calculate deadlines."New value: +"A deadline the USER reported (hearing, filing, response). ESQ Matching Engine does not verify or calculate deadlines."
  8. Changed3 schema fields changed
    • changedInput schema / properties / attribution_token / description
      Previous value: -"Signed campaign/partner token issued by ALCBar, if the user arrived through a partner link"New value: +"Signed campaign/partner token issued by ESQ CoPilot, if the user arrived through a partner link"
    • changedInput schema / properties / client_side / description
      Previous value: -"Which side the user is on. ALCBar has no record of which side lawyers usually represent, so results carry a warning to ask."New value: +"Which side the user is on. ESQ CoPilot has no record of which side lawyers usually represent, so results carry a warning to ask."
    • changedInput schema / properties / deadline_date / description
      Previous value: -"A deadline the USER reported (hearing, filing, response). ALCBar does not verify or calculate deadlines."New value: +"A deadline the USER reported (hearing, filing, response). ESQ CoPilot does not verify or calculate deadlines."
  9. First observed

TDQS

A4/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Goes well beyond the readOnly/idempotent annotations: it discloses return shape, the 'no scores / never pick one lawyer' rule, unknown fees labeled unknown, exclusion of court and government lawyers unless private-client, an anonymous search log, and the no-paid-placement / not-legal-advice / not-a-referral-service constraints. This is exactly the kind of policy context an agent cannot infer from schema or annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The deprecation notice is correctly front-loaded and most sentences carry real behavioral information. However, the prose is a dense run-on of semicolon-joined clauses mixing deprecation, usage, return shape, and policy disclaimers, which makes it harder to scan than it needs to be.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so the description did not need to enumerate return fields, yet it does so alongside the deprecation, usage, and policy constraints. The main gap is coverage of the large parameter surface, which the description largely leaves to the schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 40 parameters at 55% schema coverage, the description only adds meaning for a few (sort ordering options, page for pagination, state plus issue type as prerequisites). It does not explain the other deprecated or advanced parameters (priorities, introduction_ready_only, include_unconfirmed_practice_area), so it neither compensates for the coverage gap nor adds much beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names the specific resource (a lawyer listing) and its function (find a lawyer for a U.S. legal issue) with concrete examples, and explicitly identifies it as the older name of sibling search_attorneys. It is clearly distinguishable from siblings, though the primary framing is 'this is a deprecated alias' rather than a standalone purpose statement.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives explicit routing to search_attorneys and states the triggering conditions (a person seeking a lawyer for a U.S. legal issue, needing state plus issue type, passing sort/page on request). The guidance stops short of saying when this alias itself should be called rather than the modern name, which leaves a small ambiguity.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

All ESQ Matching Engine toolsInspect
Try in Browser
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources