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Loppee

by com.loppee
OverviewDiscussionsAdmin

Compare Businesses

compare_businesses
Read-only

Use this when the user wants a side-by-side comparison of two to twenty known published Loppee business ids. Returns each business's exact class, disclosure, review context, and citation; unknown or unavailable ids are listed as unresolved rather than fabricated.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
business_idsYesTwo to twenty Loppee business ids to compare. Duplicates are de-duplicated.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
okYes
dataNo
errorNo
contract_versionYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed13 schema fields changed
    • removedOutput schema / definitions
      Removed value: -{
-  "__schema0": {
-    "anyOf": [
-      {
-        "type": "string"
-      },
-      {
-        "type": "number"
-      },
-      {
-        "type": "boolean"
-      },
-      {
-        "type": "null"
-      },
-      {
-        "items": {
-          "$ref": "#/definitions/__schema0"
-        },
-        "type": "array"
-      },
-      {
-        "additionalProperties": {
-          "$ref": "#/definitions/__schema0"
-        },
-        "propertyNames": {
-          "type": "string"
-        },
-        "type": "object"
-      }
-    ]
-  }
-}
    • removedOutput schema / properties / data / properties / commercial_disclosure
      Removed value: -{
-  "const": "Exposure-plan payment changes discovery reach and, when Sponsored ordering is active, labeled position-weighted exposure only within the same verification class and verified-review reputation band. It never changes business-profile publication, verification, review authority, reputation, moderation, class ordering, or reputation band. Loppee Jobs is a separate optional paid product; its billing affects job-posting activation only and never business verification or directory ranking.",
-  "type": "string"
-}
    • addedOutput schema / properties / data / properties / comparison_neutrality
      Added value: +{
+  "const": "Comparison order is neutral and based only on public business trust and review facts.",
+  "type": "string"
+}
    • addedOutput schema / properties / data / properties / comparisons / items / additionalProperties
      Added value: +false
    • removedOutput schema / properties / data / properties / comparisons / items / oneOf
      Removed value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "business_id": {
-        "type": "string"
-      },
-      "category": {
-        "type": "string"
-      },
-      "city": {
-        "type": "string"
-      },
-      "display_name": {
-        "type": "string"
-      },
-      "domain": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "insurance": {
-        "additionalProperties": false,
-        "properties": {
-          "carrier_name": {
-            "const": "Not publicly disclosed",
-            "type": "string"
-          },
-          "disclosure": {
-            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
-            "type": "string"
-          },
-          "stated_expires_at": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "status": {
-            "const": "owner_provided",
-            "type": "string"
-          }
-        },
-        "required": [
-          "status",
-          "carrier_name",
-          "stated_expires_at",
-          "disclosure"
-        ],
-        "type": "object"
-      },
-      "phone": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "public_profile_url": {
-        "type": "string"
-      },
-      "review_reputation": {
-        "additionalProperties": false,
-        "properties": {
-          "counts_truncated": {
-            "type": "boolean"
-          },
-          "display_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "display_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "identity_verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "latest_review_snippet": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "quality_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "ranking": {
-            "oneOf": [
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "identity_verified_reviewer_reviews",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "Ratings from identity-verified reviewers influence quality ordering within the applicable business class or Registry pool. They do not verify the business, prove a transaction, change discovery reach, or permit paid influence.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "maximum": 5,
-                    "minimum": 1,
-                    "multipleOf": 0.5,
-                    "type": "number"
-                  },
-                  "status": {
-                    "const": "quality_ranked",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              },
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "identity_verified_reviewer_reviews",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "No identity-verified reviewer rating is available. There is no reviewer-quality ranking signal for this business.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "type": "null"
-                  },
-                  "status": {
-                    "const": "unrated",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              }
-            ]
-          },
-          "verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "display_rating",
-          "display_review_count",
-          "verified_review_count",
-          "identity_verified_review_count",
-          "quality_rating",
-          "ranking"
-        ],
-        "type": "object"
-      },
-      "sponsored": {
-        "const": false,
-        "type": "boolean"
-      },
-      "state": {
-        "type": "string"
-      },
-      "trust_card_url": {
-        "type": "string"
-      },
-      "trust_model_version": {
-        "const": "v3",
-        "type": "string"
-      },
-      "verification_class": {
-        "const": "verified",
-        "type": "string"
-      },
-      "verification_disclosure": {
-        "anyOf": [
-          {
-            "const": "Loppee completed this business's registration, professional license, and contact checks.",
-            "type": "string"
-          },
-          {
-            "const": "Loppee completed this business's registration and contact checks.",
-            "type": "string"
-          }
-        ]
-      },
-      "website": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      }
-    },
-    "required": [
-      "business_id",
-      "display_name",
-      "domain",
-      "category",
-      "city",
-      "state",
-      "website",
-      "phone",
-      "review_reputation",
-      "trust_card_url",
-      "public_profile_url",
-      "sponsored",
-      "trust_model_version",
-      "verification_class",
-      "verification_disclosure"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "business_id": {
-        "type": "string"
-      },
-      "category": {
-        "type": "string"
-      },
-      "city": {
-        "type": "string"
-      },
-      "display_name": {
-        "type": "string"
-      },
-      "domain": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "insurance": {
-        "additionalProperties": false,
-        "properties": {
-          "carrier_name": {
-            "const": "Not publicly disclosed",
-            "type": "string"
-          },
-          "disclosure": {
-            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
-            "type": "string"
-          },
-          "stated_expires_at": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "status": {
-            "const": "owner_provided",
-            "type": "string"
-          }
-        },
-        "required": [
-          "status",
-          "carrier_name",
-          "stated_expires_at",
-          "disclosure"
-        ],
-        "type": "object"
-      },
-      "phone": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "public_profile_url": {
-        "type": "string"
-      },
-      "review_reputation": {
-        "additionalProperties": false,
-        "properties": {
-          "counts_truncated": {
-            "type": "boolean"
-          },
-          "display_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "display_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "identity_verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "latest_review_snippet": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "quality_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "ranking": {
-            "oneOf": [
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "identity_verified_reviewer_reviews",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "Ratings from identity-verified reviewers influence quality ordering within the applicable business class or Registry pool. They do not verify the business, prove a transaction, change discovery reach, or permit paid influence.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "maximum": 5,
-                    "minimum": 1,
-                    "multipleOf": 0.5,
-                    "type": "number"
-                  },
-                  "status": {
-                    "const": "quality_ranked",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              },
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "identity_verified_reviewer_reviews",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "No identity-verified reviewer rating is available. There is no reviewer-quality ranking signal for this business.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "type": "null"
-                  },
-                  "status": {
-                    "const": "unrated",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              }
-            ]
-          },
-          "verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "display_rating",
-          "display_review_count",
-          "verified_review_count",
-          "identity_verified_review_count",
-          "quality_rating",
-          "ranking"
-        ],
-        "type": "object"
-      },
-      "sponsored": {
-        "const": false,
-        "type": "boolean"
-      },
-      "state": {
-        "type": "string"
-      },
-      "trust_card_url": {
-        "type": "string"
-      },
-      "trust_model_version": {
-        "const": "v3",
-        "type": "string"
-      },
-      "verification_class": {
-        "const": "listed",
-        "type": "string"
-      },
-      "verification_disclosure": {
-        "anyOf": [
-          {
-            "const": "Recommended by customers. NOT verified by Loppee.",
-            "type": "string"
-          },
-          {
-            "const": "Listed on Loppee. NOT verified by Loppee.",
-            "type": "string"
-          }
-        ]
-      },
-      "website": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      }
-    },
-    "required": [
-      "business_id",
-      "display_name",
-      "domain",
-      "category",
-      "city",
-      "state",
-      "website",
-      "phone",
-      "review_reputation",
-      "trust_card_url",
-      "public_profile_url",
-      "sponsored",
-      "trust_model_version",
-      "verification_class",
-      "verification_disclosure"
-    ],
-    "type": "object"
-  }
-]
    • addedOutput schema / properties / data / properties / comparisons / items / properties
      Added value: +{
+  "business_id": {
+    "type": "string"
+  },
+  "category": {
+    "type": "string"
+  },
+  "city": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "display_name": {
+    "type": "string"
+  },
+  "domain": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "insurance": {
+    "additionalProperties": false,
+    "properties": {
+      "carrier_name": {
+        "type": "string"
+      },
+      "disclosure": {
+        "type": "string"
+      },
+      "stated_expires_at": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "status": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "status",
+      "carrier_name",
+      "stated_expires_at",
+      "disclosure"
+    ],
+    "type": "object"
+  },
+  "phone": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "public_profile_url": {
+    "type": "string"
+  },
+  "review_reputation": {
+    "additionalProperties": false,
+    "properties": {
+      "counts_truncated": {
+        "type": "boolean"
+      },
+      "display_rating": {
+        "anyOf": [
+          {
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "display_review_count": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      },
+      "identity_verified_review_count": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      },
+      "latest_review_snippet": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "quality_rating": {
+        "anyOf": [
+          {
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "ranking": {
+        "additionalProperties": false,
+        "properties": {
+          "basis": {
+            "type": "string"
+          },
+          "half_star_band": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "status": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "basis",
+          "half_star_band"
+        ],
+        "type": "object"
+      },
+      "reviews_url": {
+        "type": "string"
+      },
+      "verified_review_count": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      }
+    },
+    "required": [
+      "display_rating",
+      "display_review_count",
+      "ranking"
+    ],
+    "type": "object"
+  },
+  "state": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  },
+  "trust_card_url": {
+    "type": "string"
+  },
+  "trust_model_version": {
+    "type": "string"
+  },
+  "verification_class": {
+    "type": "string"
+  },
+  "verification_disclosure": {
+    "type": "string"
+  },
+  "website": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ]
+  }
+}
    • addedOutput schema / properties / data / properties / comparisons / items / required
      Added value: +[
+  "business_id",
+  "display_name",
+  "category",
+  "verification_class",
+  "verification_disclosure",
+  "trust_card_url",
+  "public_profile_url"
+]
    • addedOutput schema / properties / data / properties / comparisons / items / type
      Added value: +"object"
    • removedOutput schema / properties / data / properties / ordering / const
      Removed value: -"request_order"
    • removedOutput schema / properties / data / properties / schema_version / const
      Removed value: -"3.0"
    • removedOutput schema / properties / data / properties / trust_model_version / const
      Removed value: -"v3"
    • changedOutput schema / properties / data / required
      Previous value: -[
-  "schema_version",
-  "trust_model_version",
-  "endpoint",
-  "ordering",
-  "commercial_disclosure",
-  "requested_count",
-  "compared_count",
-  "comparisons",
-  "unresolved_business_ids"
-]New value: +[
+  "endpoint",
+  "ordering",
+  "comparison_neutrality",
+  "requested_count",
+  "compared_count",
+  "comparisons",
+  "unresolved_business_ids"
+]
    • removedOutput schema / properties / error / properties / details
      Removed value: -{
-  "allOf": [
-    {
-      "$ref": "#/definitions/__schema0"
-    }
-  ]
-}
  2. Changed1 schema field changed
    • changedOutput schema / properties / data / properties / comparisons / items / oneOf
      Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "business_id": {
-        "type": "string"
-      },
-      "category": {
-        "type": "string"
-      },
-      "city": {
-        "type": "string"
-      },
-      "display_name": {
-        "type": "string"
-      },
-      "domain": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "insurance": {
-        "additionalProperties": false,
-        "properties": {
-          "carrier_name": {
-            "const": "Not publicly disclosed",
-            "type": "string"
-          },
-          "disclosure": {
-            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
-            "type": "string"
-          },
-          "stated_expires_at": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "status": {
-            "const": "owner_provided",
-            "type": "string"
-          }
-        },
-        "required": [
-          "status",
-          "carrier_name",
-          "stated_expires_at",
-          "disclosure"
-        ],
-        "type": "object"
-      },
-      "phone": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "public_profile_url": {
-        "type": "string"
-      },
-      "review_reputation": {
-        "additionalProperties": false,
-        "properties": {
-          "counts_truncated": {
-            "type": "boolean"
-          },
-          "display_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "display_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "latest_review_snippet": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "ranking": {
-            "oneOf": [
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "verified_reviews_only",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "Ranked within its verification class by reviews backed by observed Loppee interactions, grouped in a half-star band.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "maximum": 5,
-                    "minimum": 1,
-                    "multipleOf": 0.5,
-                    "type": "number"
-                  },
-                  "status": {
-                    "const": "ranked",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              },
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "verified_reviews_only",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "No interaction-backed review ranking signal is currently available. Unverified reviews remain visible and carry zero ranking weight.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "type": "null"
-                  },
-                  "status": {
-                    "const": "unrated",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              }
-            ]
-          },
-          "reviews_url": {
-            "type": "string"
-          },
-          "verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "display_rating",
-          "display_review_count",
-          "verified_review_count",
-          "ranking"
-        ],
-        "type": "object"
-      },
-      "sponsored": {
-        "const": false,
-        "type": "boolean"
-      },
-      "state": {
-        "type": "string"
-      },
-      "trust_card_url": {
-        "type": "string"
-      },
-      "trust_model_version": {
-        "const": "v3",
-        "type": "string"
-      },
-      "verification_class": {
-        "const": "verified",
-        "type": "string"
-      },
-      "verification_disclosure": {
-        "anyOf": [
-          {
-            "const": "Loppee completed this business's registration, professional license, and contact checks.",
-            "type": "string"
-          },
-          {
-            "const": "Loppee completed this business's registration and contact checks.",
-            "type": "string"
-          }
-        ]
-      },
-      "website": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      }
-    },
-    "required": [
-      "business_id",
-      "display_name",
-      "domain",
-      "category",
-      "city",
-      "state",
-      "website",
-      "phone",
-      "review_reputation",
-      "trust_card_url",
-      "public_profile_url",
-      "sponsored",
-      "trust_model_version",
-      "verification_class",
-      "verification_disclosure"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "business_id": {
-        "type": "string"
-      },
-      "category": {
-        "type": "string"
-      },
-      "city": {
-        "type": "string"
-      },
-      "display_name": {
-        "type": "string"
-      },
-      "domain": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "insurance": {
-        "additionalProperties": false,
-        "properties": {
-          "carrier_name": {
-            "const": "Not publicly disclosed",
-            "type": "string"
-          },
-          "disclosure": {
-            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
-            "type": "string"
-          },
-          "stated_expires_at": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "status": {
-            "const": "owner_provided",
-            "type": "string"
-          }
-        },
-        "required": [
-          "status",
-          "carrier_name",
-          "stated_expires_at",
-          "disclosure"
-        ],
-        "type": "object"
-      },
-      "phone": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "public_profile_url": {
-        "type": "string"
-      },
-      "review_reputation": {
-        "additionalProperties": false,
-        "properties": {
-          "counts_truncated": {
-            "type": "boolean"
-          },
-          "display_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "display_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "latest_review_snippet": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "ranking": {
-            "oneOf": [
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "verified_reviews_only",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "Ranked within its verification class by reviews backed by observed Loppee interactions, grouped in a half-star band.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "maximum": 5,
-                    "minimum": 1,
-                    "multipleOf": 0.5,
-                    "type": "number"
-                  },
-                  "status": {
-                    "const": "ranked",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              },
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "verified_reviews_only",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "No interaction-backed review ranking signal is currently available. Unverified reviews remain visible and carry zero ranking weight.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "type": "null"
-                  },
-                  "status": {
-                    "const": "unrated",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              }
-            ]
-          },
-          "reviews_url": {
-            "type": "string"
-          },
-          "verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "display_rating",
-          "display_review_count",
-          "verified_review_count",
-          "ranking"
-        ],
-        "type": "object"
-      },
-      "sponsored": {
-        "const": false,
-        "type": "boolean"
-      },
-      "state": {
-        "type": "string"
-      },
-      "trust_card_url": {
-        "type": "string"
-      },
-      "trust_model_version": {
-        "const": "v3",
-        "type": "string"
-      },
-      "verification_class": {
-        "const": "listed",
-        "type": "string"
-      },
-      "verification_disclosure": {
-        "anyOf": [
-          {
-            "const": "Recommended by customers. NOT verified by Loppee.",
-            "type": "string"
-          },
-          {
-            "const": "Listed on Loppee. NOT verified by Loppee.",
-            "type": "string"
-          }
-        ]
-      },
-      "website": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      }
-    },
-    "required": [
-      "business_id",
-      "display_name",
-      "domain",
-      "category",
-      "city",
-      "state",
-      "website",
-      "phone",
-      "review_reputation",
-      "trust_card_url",
-      "public_profile_url",
-      "sponsored",
-      "trust_model_version",
-      "verification_class",
-      "verification_disclosure"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "business_id": {
+        "type": "string"
+      },
+      "category": {
+        "type": "string"
+      },
+      "city": {
+        "type": "string"
+      },
+      "display_name": {
+        "type": "string"
+      },
+      "domain": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "insurance": {
+        "additionalProperties": false,
+        "properties": {
+          "carrier_name": {
+            "const": "Not publicly disclosed",
+            "type": "string"
+          },
+          "disclosure": {
+            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
+            "type": "string"
+          },
+          "stated_expires_at": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "status": {
+            "const": "owner_provided",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "carrier_name",
+          "stated_expires_at",
+          "disclosure"
+        ],
+        "type": "object"
+      },
+      "phone": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "public_profile_url": {
+        "type": "string"
+      },
+      "review_reputation": {
+        "additionalProperties": false,
+        "properties": {
+          "counts_truncated": {
+            "type": "boolean"
+          },
+          "display_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "display_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "identity_verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "latest_review_snippet": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "quality_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "ranking": {
+            "oneOf": [
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "identity_verified_reviewer_reviews",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "Ratings from identity-verified reviewers influence quality ordering within the applicable business class or Registry pool. They do not verify the business, prove a transaction, change discovery reach, or permit paid influence.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "maximum": 5,
+                    "minimum": 1,
+                    "multipleOf": 0.5,
+                    "type": "number"
+                  },
+                  "status": {
+                    "const": "quality_ranked",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              },
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "identity_verified_reviewer_reviews",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "No identity-verified reviewer rating is available. There is no reviewer-quality ranking signal for this business.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "type": "null"
+                  },
+                  "status": {
+                    "const": "unrated",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              }
+            ]
+          },
+          "verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "display_rating",
+          "display_review_count",
+          "verified_review_count",
+          "identity_verified_review_count",
+          "quality_rating",
+          "ranking"
+        ],
+        "type": "object"
+      },
+      "sponsored": {
+        "const": false,
+        "type": "boolean"
+      },
+      "state": {
+        "type": "string"
+      },
+      "trust_card_url": {
+        "type": "string"
+      },
+      "trust_model_version": {
+        "const": "v3",
+        "type": "string"
+      },
+      "verification_class": {
+        "const": "verified",
+        "type": "string"
+      },
+      "verification_disclosure": {
+        "anyOf": [
+          {
+            "const": "Loppee completed this business's registration, professional license, and contact checks.",
+            "type": "string"
+          },
+          {
+            "const": "Loppee completed this business's registration and contact checks.",
+            "type": "string"
+          }
+        ]
+      },
+      "website": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      }
+    },
+    "required": [
+      "business_id",
+      "display_name",
+      "domain",
+      "category",
+      "city",
+      "state",
+      "website",
+      "phone",
+      "review_reputation",
+      "trust_card_url",
+      "public_profile_url",
+      "sponsored",
+      "trust_model_version",
+      "verification_class",
+      "verification_disclosure"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "business_id": {
+        "type": "string"
+      },
+      "category": {
+        "type": "string"
+      },
+      "city": {
+        "type": "string"
+      },
+      "display_name": {
+        "type": "string"
+      },
+      "domain": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "insurance": {
+        "additionalProperties": false,
+        "properties": {
+          "carrier_name": {
+            "const": "Not publicly disclosed",
+            "type": "string"
+          },
+          "disclosure": {
+            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
+            "type": "string"
+          },
+          "stated_expires_at": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "status": {
+            "const": "owner_provided",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "carrier_name",
+          "stated_expires_at",
+          "disclosure"
+        ],
+        "type": "object"
+      },
+      "phone": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "public_profile_url": {
+        "type": "string"
+      },
+      "review_reputation": {
+        "additionalProperties": false,
+        "properties": {
+          "counts_truncated": {
+            "type": "boolean"
+          },
+          "display_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "display_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "identity_verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "latest_review_snippet": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "quality_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "ranking": {
+            "oneOf": [
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "identity_verified_reviewer_reviews",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "Ratings from identity-verified reviewers influence quality ordering within the applicable business class or Registry pool. They do not verify the business, prove a transaction, change discovery reach, or permit paid influence.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "maximum": 5,
+                    "minimum": 1,
+                    "multipleOf": 0.5,
+                    "type": "number"
+                  },
+                  "status": {
+                    "const": "quality_ranked",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              },
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "identity_verified_reviewer_reviews",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "No identity-verified reviewer rating is available. There is no reviewer-quality ranking signal for this business.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "type": "null"
+                  },
+                  "status": {
+                    "const": "unrated",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              }
+            ]
+          },
+          "verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "display_rating",
+          "display_review_count",
+          "verified_review_count",
+          "identity_verified_review_count",
+          "quality_rating",
+          "ranking"
+        ],
+        "type": "object"
+      },
+      "sponsored": {
+        "const": false,
+        "type": "boolean"
+      },
+      "state": {
+        "type": "string"
+      },
+      "trust_card_url": {
+        "type": "string"
+      },
+      "trust_model_version": {
+        "const": "v3",
+        "type": "string"
+      },
+      "verification_class": {
+        "const": "listed",
+        "type": "string"
+      },
+      "verification_disclosure": {
+        "anyOf": [
+          {
+            "const": "Recommended by customers. NOT verified by Loppee.",
+            "type": "string"
+          },
+          {
+            "const": "Listed on Loppee. NOT verified by Loppee.",
+            "type": "string"
+          }
+        ]
+      },
+      "website": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      }
+    },
+    "required": [
+      "business_id",
+      "display_name",
+      "domain",
+      "category",
+      "city",
+      "state",
+      "website",
+      "phone",
+      "review_reputation",
+      "trust_card_url",
+      "public_profile_url",
+      "sponsored",
+      "trust_model_version",
+      "verification_class",
+      "verification_disclosure"
+    ],
+    "type": "object"
+  }
+]
  3. Changed1 schema field changed
    • changedOutput schema / properties / data / properties / comparisons / items / oneOf
      Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "business_id": {
-        "type": "string"
-      },
-      "category": {
-        "type": "string"
-      },
-      "city": {
-        "type": "string"
-      },
-      "display_name": {
-        "type": "string"
-      },
-      "domain": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "insurance": {
-        "additionalProperties": false,
-        "properties": {
-          "carrier_name": {
-            "type": "string"
-          },
-          "disclosure": {
-            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
-            "type": "string"
-          },
-          "stated_expires_at": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "status": {
-            "const": "owner_provided",
-            "type": "string"
-          }
-        },
-        "required": [
-          "status",
-          "carrier_name",
-          "stated_expires_at",
-          "disclosure"
-        ],
-        "type": "object"
-      },
-      "phone": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "public_profile_url": {
-        "type": "string"
-      },
-      "review_reputation": {
-        "additionalProperties": false,
-        "properties": {
-          "counts_truncated": {
-            "type": "boolean"
-          },
-          "display_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "display_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "latest_review_snippet": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "ranking": {
-            "oneOf": [
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "verified_reviews_only",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "Ranked within its verification class by reviews backed by observed Loppee interactions, grouped in a half-star band.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "maximum": 5,
-                    "minimum": 1,
-                    "multipleOf": 0.5,
-                    "type": "number"
-                  },
-                  "status": {
-                    "const": "ranked",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              },
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "verified_reviews_only",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "No interaction-backed review ranking signal is currently available. Unverified reviews remain visible and carry zero ranking weight.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "type": "null"
-                  },
-                  "status": {
-                    "const": "unrated",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              }
-            ]
-          },
-          "reviews_url": {
-            "type": "string"
-          },
-          "verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "display_rating",
-          "display_review_count",
-          "verified_review_count",
-          "ranking"
-        ],
-        "type": "object"
-      },
-      "sponsored": {
-        "const": false,
-        "type": "boolean"
-      },
-      "state": {
-        "type": "string"
-      },
-      "trust_card_url": {
-        "type": "string"
-      },
-      "trust_model_version": {
-        "const": "v3",
-        "type": "string"
-      },
-      "verification_class": {
-        "const": "verified",
-        "type": "string"
-      },
-      "verification_disclosure": {
-        "anyOf": [
-          {
-            "const": "Loppee completed this business's registration, professional license, and contact checks.",
-            "type": "string"
-          },
-          {
-            "const": "Loppee completed this business's registration and contact checks.",
-            "type": "string"
-          }
-        ]
-      },
-      "website": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      }
-    },
-    "required": [
-      "business_id",
-      "display_name",
-      "domain",
-      "category",
-      "city",
-      "state",
-      "website",
-      "phone",
-      "review_reputation",
-      "trust_card_url",
-      "public_profile_url",
-      "sponsored",
-      "trust_model_version",
-      "verification_class",
-      "verification_disclosure"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "business_id": {
-        "type": "string"
-      },
-      "category": {
-        "type": "string"
-      },
-      "city": {
-        "type": "string"
-      },
-      "display_name": {
-        "type": "string"
-      },
-      "domain": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "insurance": {
-        "additionalProperties": false,
-        "properties": {
-          "carrier_name": {
-            "type": "string"
-          },
-          "disclosure": {
-            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
-            "type": "string"
-          },
-          "stated_expires_at": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "status": {
-            "const": "owner_provided",
-            "type": "string"
-          }
-        },
-        "required": [
-          "status",
-          "carrier_name",
-          "stated_expires_at",
-          "disclosure"
-        ],
-        "type": "object"
-      },
-      "phone": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "public_profile_url": {
-        "type": "string"
-      },
-      "review_reputation": {
-        "additionalProperties": false,
-        "properties": {
-          "counts_truncated": {
-            "type": "boolean"
-          },
-          "display_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "display_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "latest_review_snippet": {
-            "anyOf": [
-              {
-                "type": "string"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "ranking": {
-            "oneOf": [
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "verified_reviews_only",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "Ranked within its verification class by reviews backed by observed Loppee interactions, grouped in a half-star band.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "maximum": 5,
-                    "minimum": 1,
-                    "multipleOf": 0.5,
-                    "type": "number"
-                  },
-                  "status": {
-                    "const": "ranked",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              },
-              {
-                "additionalProperties": false,
-                "properties": {
-                  "basis": {
-                    "const": "verified_reviews_only",
-                    "type": "string"
-                  },
-                  "explanation": {
-                    "const": "No interaction-backed review ranking signal is currently available. Unverified reviews remain visible and carry zero ranking weight.",
-                    "type": "string"
-                  },
-                  "half_star_band": {
-                    "type": "null"
-                  },
-                  "status": {
-                    "const": "unrated",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "status",
-                  "basis",
-                  "half_star_band",
-                  "explanation"
-                ],
-                "type": "object"
-              }
-            ]
-          },
-          "reviews_url": {
-            "type": "string"
-          },
-          "verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "display_rating",
-          "display_review_count",
-          "verified_review_count",
-          "ranking"
-        ],
-        "type": "object"
-      },
-      "sponsored": {
-        "const": false,
-        "type": "boolean"
-      },
-      "state": {
-        "type": "string"
-      },
-      "trust_card_url": {
-        "type": "string"
-      },
-      "trust_model_version": {
-        "const": "v3",
-        "type": "string"
-      },
-      "verification_class": {
-        "const": "listed",
-        "type": "string"
-      },
-      "verification_disclosure": {
-        "anyOf": [
-          {
-            "const": "Recommended by customers. NOT verified by Loppee.",
-            "type": "string"
-          },
-          {
-            "const": "Listed on Loppee. NOT verified by Loppee.",
-            "type": "string"
-          }
-        ]
-      },
-      "website": {
-        "anyOf": [
-          {
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      }
-    },
-    "required": [
-      "business_id",
-      "display_name",
-      "domain",
-      "category",
-      "city",
-      "state",
-      "website",
-      "phone",
-      "review_reputation",
-      "trust_card_url",
-      "public_profile_url",
-      "sponsored",
-      "trust_model_version",
-      "verification_class",
-      "verification_disclosure"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "business_id": {
+        "type": "string"
+      },
+      "category": {
+        "type": "string"
+      },
+      "city": {
+        "type": "string"
+      },
+      "display_name": {
+        "type": "string"
+      },
+      "domain": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "insurance": {
+        "additionalProperties": false,
+        "properties": {
+          "carrier_name": {
+            "const": "Not publicly disclosed",
+            "type": "string"
+          },
+          "disclosure": {
+            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
+            "type": "string"
+          },
+          "stated_expires_at": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "status": {
+            "const": "owner_provided",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "carrier_name",
+          "stated_expires_at",
+          "disclosure"
+        ],
+        "type": "object"
+      },
+      "phone": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "public_profile_url": {
+        "type": "string"
+      },
+      "review_reputation": {
+        "additionalProperties": false,
+        "properties": {
+          "counts_truncated": {
+            "type": "boolean"
+          },
+          "display_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "display_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "latest_review_snippet": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "ranking": {
+            "oneOf": [
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "verified_reviews_only",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "Ranked within its verification class by reviews backed by observed Loppee interactions, grouped in a half-star band.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "maximum": 5,
+                    "minimum": 1,
+                    "multipleOf": 0.5,
+                    "type": "number"
+                  },
+                  "status": {
+                    "const": "ranked",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              },
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "verified_reviews_only",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "No interaction-backed review ranking signal is currently available. Unverified reviews remain visible and carry zero ranking weight.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "type": "null"
+                  },
+                  "status": {
+                    "const": "unrated",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              }
+            ]
+          },
+          "reviews_url": {
+            "type": "string"
+          },
+          "verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "display_rating",
+          "display_review_count",
+          "verified_review_count",
+          "ranking"
+        ],
+        "type": "object"
+      },
+      "sponsored": {
+        "const": false,
+        "type": "boolean"
+      },
+      "state": {
+        "type": "string"
+      },
+      "trust_card_url": {
+        "type": "string"
+      },
+      "trust_model_version": {
+        "const": "v3",
+        "type": "string"
+      },
+      "verification_class": {
+        "const": "verified",
+        "type": "string"
+      },
+      "verification_disclosure": {
+        "anyOf": [
+          {
+            "const": "Loppee completed this business's registration, professional license, and contact checks.",
+            "type": "string"
+          },
+          {
+            "const": "Loppee completed this business's registration and contact checks.",
+            "type": "string"
+          }
+        ]
+      },
+      "website": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      }
+    },
+    "required": [
+      "business_id",
+      "display_name",
+      "domain",
+      "category",
+      "city",
+      "state",
+      "website",
+      "phone",
+      "review_reputation",
+      "trust_card_url",
+      "public_profile_url",
+      "sponsored",
+      "trust_model_version",
+      "verification_class",
+      "verification_disclosure"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "business_id": {
+        "type": "string"
+      },
+      "category": {
+        "type": "string"
+      },
+      "city": {
+        "type": "string"
+      },
+      "display_name": {
+        "type": "string"
+      },
+      "domain": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "insurance": {
+        "additionalProperties": false,
+        "properties": {
+          "carrier_name": {
+            "const": "Not publicly disclosed",
+            "type": "string"
+          },
+          "disclosure": {
+            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
+            "type": "string"
+          },
+          "stated_expires_at": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "status": {
+            "const": "owner_provided",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "carrier_name",
+          "stated_expires_at",
+          "disclosure"
+        ],
+        "type": "object"
+      },
+      "phone": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "public_profile_url": {
+        "type": "string"
+      },
+      "review_reputation": {
+        "additionalProperties": false,
+        "properties": {
+          "counts_truncated": {
+            "type": "boolean"
+          },
+          "display_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "display_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "latest_review_snippet": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "ranking": {
+            "oneOf": [
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "verified_reviews_only",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "Ranked within its verification class by reviews backed by observed Loppee interactions, grouped in a half-star band.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "maximum": 5,
+                    "minimum": 1,
+                    "multipleOf": 0.5,
+                    "type": "number"
+                  },
+                  "status": {
+                    "const": "ranked",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              },
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "verified_reviews_only",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "No interaction-backed review ranking signal is currently available. Unverified reviews remain visible and carry zero ranking weight.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "type": "null"
+                  },
+                  "status": {
+                    "const": "unrated",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              }
+            ]
+          },
+          "reviews_url": {
+            "type": "string"
+          },
+          "verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "display_rating",
+          "display_review_count",
+          "verified_review_count",
+          "ranking"
+        ],
+        "type": "object"
+      },
+      "sponsored": {
+        "const": false,
+        "type": "boolean"
+      },
+      "state": {
+        "type": "string"
+      },
+      "trust_card_url": {
+        "type": "string"
+      },
+      "trust_model_version": {
+        "const": "v3",
+        "type": "string"
+      },
+      "verification_class": {
+        "const": "listed",
+        "type": "string"
+      },
+      "verification_disclosure": {
+        "anyOf": [
+          {
+            "const": "Recommended by customers. NOT verified by Loppee.",
+            "type": "string"
+          },
+          {
+            "const": "Listed on Loppee. NOT verified by Loppee.",
+            "type": "string"
+          }
+        ]
+      },
+      "website": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      }
+    },
+    "required": [
+      "business_id",
+      "display_name",
+      "domain",
+      "category",
+      "city",
+      "state",
+      "website",
+      "phone",
+      "review_reputation",
+      "trust_card_url",
+      "public_profile_url",
+      "sponsored",
+      "trust_model_version",
+      "verification_class",
+      "verification_disclosure"
+    ],
+    "type": "object"
+  }
+]
  4. Changed17 schema fields changed
    • changedOutput schema / properties / data / additionalProperties
      Previous value: -{}New value: +false
    • addedOutput schema / properties / data / properties / commercial_disclosure
      Added value: +{
+  "const": "Exposure-plan payment changes discovery reach and, when Sponsored ordering is active, labeled position-weighted exposure only within the same verification class and verified-review reputation band. It never changes business-profile publication, verification, review authority, reputation, moderation, class ordering, or reputation band. Loppee Jobs is a separate optional paid product; its billing affects job-posting activation only and never business verification or directory ranking.",
+  "type": "string"
+}
    • removedOutput schema / properties / data / properties / commercial_influence
      Removed value: -{
-  "const": "none",
-  "type": "string"
-}
    • removedOutput schema / properties / data / properties / comparisons / items / additionalProperties
      Removed value: -{}
    • addedOutput schema / properties / data / properties / comparisons / items / oneOf
      Added value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "business_id": {
+        "type": "string"
+      },
+      "category": {
+        "type": "string"
+      },
+      "city": {
+        "type": "string"
+      },
+      "display_name": {
+        "type": "string"
+      },
+      "domain": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "insurance": {
+        "additionalProperties": false,
+        "properties": {
+          "carrier_name": {
+            "type": "string"
+          },
+          "disclosure": {
+            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
+            "type": "string"
+          },
+          "stated_expires_at": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "status": {
+            "const": "owner_provided",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "carrier_name",
+          "stated_expires_at",
+          "disclosure"
+        ],
+        "type": "object"
+      },
+      "phone": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "public_profile_url": {
+        "type": "string"
+      },
+      "review_reputation": {
+        "additionalProperties": false,
+        "properties": {
+          "counts_truncated": {
+            "type": "boolean"
+          },
+          "display_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "display_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "latest_review_snippet": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "ranking": {
+            "oneOf": [
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "verified_reviews_only",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "Ranked within its verification class by reviews backed by observed Loppee interactions, grouped in a half-star band.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "maximum": 5,
+                    "minimum": 1,
+                    "multipleOf": 0.5,
+                    "type": "number"
+                  },
+                  "status": {
+                    "const": "ranked",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              },
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "verified_reviews_only",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "No interaction-backed review ranking signal is currently available. Unverified reviews remain visible and carry zero ranking weight.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "type": "null"
+                  },
+                  "status": {
+                    "const": "unrated",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              }
+            ]
+          },
+          "reviews_url": {
+            "type": "string"
+          },
+          "verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "display_rating",
+          "display_review_count",
+          "verified_review_count",
+          "ranking"
+        ],
+        "type": "object"
+      },
+      "sponsored": {
+        "const": false,
+        "type": "boolean"
+      },
+      "state": {
+        "type": "string"
+      },
+      "trust_card_url": {
+        "type": "string"
+      },
+      "trust_model_version": {
+        "const": "v3",
+        "type": "string"
+      },
+      "verification_class": {
+        "const": "verified",
+        "type": "string"
+      },
+      "verification_disclosure": {
+        "anyOf": [
+          {
+            "const": "Loppee completed this business's registration, professional license, and contact checks.",
+            "type": "string"
+          },
+          {
+            "const": "Loppee completed this business's registration and contact checks.",
+            "type": "string"
+          }
+        ]
+      },
+      "website": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      }
+    },
+    "required": [
+      "business_id",
+      "display_name",
+      "domain",
+      "category",
+      "city",
+      "state",
+      "website",
+      "phone",
+      "review_reputation",
+      "trust_card_url",
+      "public_profile_url",
+      "sponsored",
+      "trust_model_version",
+      "verification_class",
+      "verification_disclosure"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "business_id": {
+        "type": "string"
+      },
+      "category": {
+        "type": "string"
+      },
+      "city": {
+        "type": "string"
+      },
+      "display_name": {
+        "type": "string"
+      },
+      "domain": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "insurance": {
+        "additionalProperties": false,
+        "properties": {
+          "carrier_name": {
+            "type": "string"
+          },
+          "disclosure": {
+            "const": "Insurance certificate provided by the business. Not independently confirmed by Loppee.",
+            "type": "string"
+          },
+          "stated_expires_at": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "status": {
+            "const": "owner_provided",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "carrier_name",
+          "stated_expires_at",
+          "disclosure"
+        ],
+        "type": "object"
+      },
+      "phone": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "public_profile_url": {
+        "type": "string"
+      },
+      "review_reputation": {
+        "additionalProperties": false,
+        "properties": {
+          "counts_truncated": {
+            "type": "boolean"
+          },
+          "display_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "display_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "latest_review_snippet": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "ranking": {
+            "oneOf": [
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "verified_reviews_only",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "Ranked within its verification class by reviews backed by observed Loppee interactions, grouped in a half-star band.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "maximum": 5,
+                    "minimum": 1,
+                    "multipleOf": 0.5,
+                    "type": "number"
+                  },
+                  "status": {
+                    "const": "ranked",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              },
+              {
+                "additionalProperties": false,
+                "properties": {
+                  "basis": {
+                    "const": "verified_reviews_only",
+                    "type": "string"
+                  },
+                  "explanation": {
+                    "const": "No interaction-backed review ranking signal is currently available. Unverified reviews remain visible and carry zero ranking weight.",
+                    "type": "string"
+                  },
+                  "half_star_band": {
+                    "type": "null"
+                  },
+                  "status": {
+                    "const": "unrated",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "status",
+                  "basis",
+                  "half_star_band",
+                  "explanation"
+                ],
+                "type": "object"
+              }
+            ]
+          },
+          "reviews_url": {
+            "type": "string"
+          },
+          "verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "display_rating",
+          "display_review_count",
+          "verified_review_count",
+          "ranking"
+        ],
+        "type": "object"
+      },
+      "sponsored": {
+        "const": false,
+        "type": "boolean"
+      },
+      "state": {
+        "type": "string"
+      },
+      "trust_card_url": {
+        "type": "string"
+      },
+      "trust_model_version": {
+        "const": "v3",
+        "type": "string"
+      },
+      "verification_class": {
+        "const": "listed",
+        "type": "string"
+      },
+      "verification_disclosure": {
+        "anyOf": [
+          {
+            "const": "Recommended by customers. NOT verified by Loppee.",
+            "type": "string"
+          },
+          {
+            "const": "Listed on Loppee. NOT verified by Loppee.",
+            "type": "string"
+          }
+        ]
+      },
+      "website": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      }
+    },
+    "required": [
+      "business_id",
+      "display_name",
+      "domain",
+      "category",
+      "city",
+      "state",
+      "website",
+      "phone",
+      "review_reputation",
+      "trust_card_url",
+      "public_profile_url",
+      "sponsored",
+      "trust_model_version",
+      "verification_class",
+      "verification_disclosure"
+    ],
+    "type": "object"
+  }
+]
    • removedOutput schema / properties / data / properties / comparisons / items / properties
      Removed value: -{
-  "agent_compatibility_score": {
-    "type": "number"
-  },
-  "agent_readiness_level": {
-    "type": "string"
-  },
-  "business_id": {
-    "type": "string"
-  },
-  "business_verification_state": {
-    "type": "string"
-  },
-  "category": {
-    "type": "string"
-  },
-  "city": {
-    "type": "string"
-  },
-  "commercial_influence": {
-    "const": "none",
-    "type": "string"
-  },
-  "commercial_status": {
-    "type": "string"
-  },
-  "confidence": {
-    "type": "string"
-  },
-  "display_name": {
-    "type": "string"
-  },
-  "evidence": {
-    "additionalProperties": {},
-    "properties": {
-      "total": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "verified": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      }
-    },
-    "required": [
-      "verified",
-      "total"
-    ],
-    "type": "object"
-  },
-  "public_profile_url": {
-    "type": "string"
-  },
-  "recommendation_caveat": {
-    "type": "string"
-  },
-  "risk_level": {
-    "type": "string"
-  },
-  "safe_to_recommend": {
-    "type": "boolean"
-  },
-  "state": {
-    "type": "string"
-  },
-  "trust_card_url": {
-    "type": "string"
-  },
-  "trust_score": {
-    "anyOf": [
-      {
-        "type": "number"
-      },
-      {
-        "type": "null"
-      }
-    ]
-  },
-  "verification_status": {
-    "type": "string"
-  }
-}
    • removedOutput schema / properties / data / properties / comparisons / items / required
      Removed value: -[
-  "business_id",
-  "display_name",
-  "category",
-  "city",
-  "state",
-  "trust_score",
-  "safe_to_recommend",
-  "business_verification_state",
-  "verification_status",
-  "risk_level",
-  "confidence",
-  "evidence",
-  "agent_readiness_level",
-  "agent_compatibility_score",
-  "commercial_status",
-  "commercial_influence",
-  "recommendation_caveat",
-  "trust_card_url",
-  "public_profile_url"
-]
    • removedOutput schema / properties / data / properties / comparisons / items / type
      Removed value: -"object"
    • removedOutput schema / properties / data / properties / note
      Removed value: -{
-  "type": "string"
-}
    • addedOutput schema / properties / data / properties / ordering
      Added value: +{
+  "const": "request_order",
+  "type": "string"
+}
    • removedOutput schema / properties / data / properties / policy
      Removed value: -{
-  "type": "string"
-}
    • removedOutput schema / properties / data / properties / ranked_business_ids
      Removed value: -{
-  "items": {
-    "type": "string"
-  },
-  "type": "array"
-}
    • removedOutput schema / properties / data / properties / registry_name
      Removed value: -{
-  "type": "string"
-}
    • addedOutput schema / properties / data / properties / schema_version / const
      Added value: +"3.0"
    • addedOutput schema / properties / data / properties / trust_model_version
      Added value: +{
+  "const": "v3",
+  "type": "string"
+}
    • changedOutput schema / properties / data / required
      Previous value: -[
-  "schema_version",
-  "registry_name",
-  "endpoint",
-  "policy",
-  "commercial_influence",
-  "requested_count",
-  "compared_count",
-  "ranked_business_ids",
-  "comparisons",
-  "unresolved_business_ids"
-]New value: +[
+  "schema_version",
+  "trust_model_version",
+  "endpoint",
+  "ordering",
+  "commercial_disclosure",
+  "requested_count",
+  "compared_count",
+  "comparisons",
+  "unresolved_business_ids"
+]
    • changedOutput schema / properties / error / additionalProperties
      Previous value: -{}New value: +false
  5. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "definitions": {
+    "__schema0": {
+      "anyOf": [
+        {
+          "type": "string"
+        },
+        {
+          "type": "number"
+        },
+        {
+          "type": "boolean"
+        },
+        {
+          "type": "null"
+        },
+        {
+          "items": {
+            "$ref": "#/definitions/__schema0"
+          },
+          "type": "array"
+        },
+        {
+          "additionalProperties": {
+            "$ref": "#/definitions/__schema0"
+          },
+          "propertyNames": {
+            "type": "string"
+          },
+          "type": "object"
+        }
+      ]
+    }
+  },
+  "oneOf": [
+    {
+      "not": {
+        "required": [
+          "error"
+        ]
+      },
+      "properties": {
+        "ok": {
+          "const": true
+        }
+      },
+      "required": [
+        "ok",
+        "data"
+      ]
+    },
+    {
+      "not": {
+        "required": [
+          "data"
+        ]
+      },
+      "properties": {
+        "ok": {
+          "const": false
+        }
+      },
+      "required": [
+        "ok",
+        "error"
+      ]
+    }
+  ],
+  "properties": {
+    "contract_version": {
+      "const": "1.0",
+      "type": "string"
+    },
+    "data": {
+      "additionalProperties": {},
+      "properties": {
+        "commercial_influence": {
+          "const": "none",
+          "type": "string"
+        },
+        "compared_count": {
+          "maximum": 9007199254740991,
+          "minimum": 0,
+          "type": "integer"
+        },
+        "comparisons": {
+          "items": {
+            "additionalProperties": {},
+            "properties": {
+              "agent_compatibility_score": {
+                "type": "number"
+              },
+              "agent_readiness_level": {
+                "type": "string"
+              },
+              "business_id": {
+                "type": "string"
+              },
+              "business_verification_state": {
+                "type": "string"
+              },
+              "category": {
+                "type": "string"
+              },
+              "city": {
+                "type": "string"
+              },
+              "commercial_influence": {
+                "const": "none",
+                "type": "string"
+              },
+              "commercial_status": {
+                "type": "string"
+              },
+              "confidence": {
+                "type": "string"
+              },
+              "display_name": {
+                "type": "string"
+              },
+              "evidence": {
+                "additionalProperties": {},
+                "properties": {
+                  "total": {
+                    "maximum": 9007199254740991,
+                    "minimum": 0,
+                    "type": "integer"
+                  },
+                  "verified": {
+                    "maximum": 9007199254740991,
+                    "minimum": 0,
+                    "type": "integer"
+                  }
+                },
+                "required": [
+                  "verified",
+                  "total"
+                ],
+                "type": "object"
+              },
+              "public_profile_url": {
+                "type": "string"
+              },
+              "recommendation_caveat": {
+                "type": "string"
+              },
+              "risk_level": {
+                "type": "string"
+              },
+              "safe_to_recommend": {
+                "type": "boolean"
+              },
+              "state": {
+                "type": "string"
+              },
+              "trust_card_url": {
+                "type": "string"
+              },
+              "trust_score": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "verification_status": {
+                "type": "string"
+              }
+            },
+            "required": [
+              "business_id",
+              "display_name",
+              "category",
+              "city",
+              "state",
+              "trust_score",
+              "safe_to_recommend",
+              "business_verification_state",
+              "verification_status",
+              "risk_level",
+              "confidence",
+              "evidence",
+              "agent_readiness_level",
+              "agent_compatibility_score",
+              "commercial_status",
+              "commercial_influence",
+              "recommendation_caveat",
+              "trust_card_url",
+              "public_profile_url"
+            ],
+            "type": "object"
+          },
+          "type": "array"
+        },
+        "endpoint": {
+          "const": "compare_businesses",
+          "type": "string"
+        },
+        "note": {
+          "type": "string"
+        },
+        "policy": {
+          "type": "string"
+        },
+        "ranked_business_ids": {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "registry_name": {
+          "type": "string"
+        },
+        "requested_count": {
+          "maximum": 9007199254740991,
+          "minimum": 0,
+          "type": "integer"
+        },
+        "schema_version": {
+          "type": "string"
+        },
+        "unresolved_business_ids": {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        }
+      },
+      "required": [
+        "schema_version",
+        "registry_name",
+        "endpoint",
+        "policy",
+        "commercial_influence",
+        "requested_count",
+        "compared_count",
+        "ranked_business_ids",
+        "comparisons",
+        "unresolved_business_ids"
+      ],
+      "type": "object"
+    },
+    "error": {
+      "additionalProperties": {},
+      "properties": {
+        "code": {
+          "minLength": 1,
+          "type": "string"
+        },
+        "details": {
+          "allOf": [
+            {
+              "$ref": "#/definitions/__schema0"
+            }
+          ]
+        },
+        "message": {
+          "minLength": 1,
+          "type": "string"
+        },
+        "status": {
+          "maximum": 599,
+          "minimum": 400,
+          "type": "integer"
+        }
+      },
+      "required": [
+        "code",
+        "message"
+      ],
+      "type": "object"
+    },
+    "ok": {
+      "type": "boolean"
+    }
+  },
+  "required": [
+    "contract_version",
+    "ok"
+  ],
+  "type": "object"
+}
  6. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already cover read-only and non-destructive behavior, so the bar is lower. The description adds valuable behavioral detail beyond the annotations by stating that unknown or unavailable ids are reported as unresolved rather than fabricated, which is a meaningful correctness guarantee an agent needs to know.

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

Conciseness5/5

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

The description is two sentences with every part earning its place. The use case and constraint are front-loaded, and the second sentence delivers the critical edge-case behavior without padding.

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

Completeness5/5

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

Given a single well-documented parameter, an output schema, and annotations covering safety and world assumptions, the description provides the remaining context an agent needs: input constraints, expected output substance, and the fallback behavior for unresolved ids. Nothing essential is missing.

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?

The input schema fully documents the single parameter, including min and max array length and de-duplication behavior, so the schema carries the semantic weight. The description reinforces the 'two to twenty' bound and adds the 'known published' requirement, but it does not substantially extend the schema's parameter documentation.

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

Purpose5/5

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

The description states a specific verb ('compare'), a specific resource ('two to twenty known published Loppee business ids'), and the exact output contents ('exact class, disclosure, review context, and citation'). This makes the tool's purpose distinct from sibling tools like lookup_business or get_trust_card.

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?

The description explicitly tells the agent when to use the tool ('Use this when the user wants a side-by-side comparison...') and adds the constraint that input must be known published ids. However, it does not name alternative sibling tools or state when not to use it, so it stops short of full routing guidance.

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

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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.

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