Loppee

Get Business Reviews (paginated)

get_business_reviews

Read-only

Use this when the user wants the public customer reviews for one Loppee business id. Supports pagination and star-rating filters, preserves reviewer and interaction labels, masks reviewer identity, and changes nothing.

Input Schema

TableJSON Schema

Name	Required	Description
`page`	No	1-based page number (default 1).
`limit`	No	Reviews per page (default 5, max 50).
`ratings`	No	Star-rating filter: return only reviews with these ratings, e.g. [1] or [4,5]. Omit for all ratings.
`business_id`	Yes	Loppee business id of a published business.

Output Schema

TableJSON Schema

Name	Required	Description	Default
`ok`	Yes
`data`	No
`error`	No
`contract_version`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed7 schema fields changedSep 1, 2026

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"
-      }
-    ]
-  }
-}

addedOutput schema / properties / data / additionalProperties
```
Added value: +false
```

removedOutput schema / properties / data / anyOf

Removed value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "business_id": {
-        "type": "string"
-      },
-      "display_name": {
-        "type": "string"
-      },
-      "filter": {
-        "additionalProperties": false,
-        "properties": {
-          "ratings": {
-            "anyOf": [
-              {
-                "items": {
-                  "maximum": 5,
-                  "minimum": 1,
-                  "type": "integer"
-                },
-                "type": "array"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "ratings"
-        ],
-        "type": "object"
-      },
-      "pagination": {
-        "additionalProperties": false,
-        "properties": {
-          "has_more": {
-            "type": "boolean"
-          },
-          "limit": {
-            "exclusiveMinimum": 0,
-            "maximum": 9007199254740991,
-            "type": "integer"
-          },
-          "next_page": {
-            "anyOf": [
-              {
-                "exclusiveMinimum": 0,
-                "maximum": 9007199254740991,
-                "type": "integer"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "page": {
-            "exclusiveMinimum": 0,
-            "maximum": 9007199254740991,
-            "type": "integer"
-          },
-          "total_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "total_pages": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "page",
-          "limit",
-          "total_count",
-          "total_pages",
-          "has_more",
-          "next_page"
-        ],
-        "type": "object"
-      },
-      "policy": {
-        "type": "string"
-      },
-      "registry_name": {
-        "type": "string"
-      },
-      "reviews": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "agent_assisted": {
-              "type": "boolean"
-            },
-            "authoring_mode": {
-              "enum": [
-                "human",
-                "customer_agent"
-              ],
-              "type": "string"
-            },
-            "body": {
-              "type": "string"
-            },
-            "created_at": {
-              "type": "string"
-            },
-            "id": {
-              "type": "string"
-            },
-            "owner_response": {
-              "anyOf": [
-                {
-                  "additionalProperties": false,
-                  "properties": {
-                    "author_label": {
-                      "type": "string"
-                    },
-                    "body": {
-                      "type": "string"
-                    },
-                    "created_at": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "body",
-                    "author_label",
-                    "created_at"
-                  ],
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "quality_ranking_weight": {
-              "anyOf": [
-                {
-                  "const": 0,
-                  "type": "number"
-                },
-                {
-                  "const": 1,
-                  "type": "number"
-                }
-              ]
-            },
-            "ranking_weight": {
-              "anyOf": [
-                {
-                  "const": 0,
-                  "type": "number"
-                },
-                {
-                  "const": 1,
-                  "type": "number"
-                }
-              ]
-            },
-            "rating": {
-              "maximum": 5,
-              "minimum": 1,
-              "type": "integer"
-            },
-            "relationship": {
-              "type": "string"
-            },
-            "reviewer_name": {
-              "type": "string"
-            },
-            "reviewer_verification_disclosure": {
-              "const": "Verified reviewer means the registered account completed Passkey or phone verification. It does not prove a transaction or government identity.",
-              "type": "string"
-            },
-            "reviewer_verification_label": {
-              "anyOf": [
-                {
-                  "const": "Verified reviewer",
-                  "type": "string"
-                },
-                {
-                  "const": "Unverified reviewer",
-                  "type": "string"
-                }
-              ]
-            },
-            "service_date": {
-              "anyOf": [
-                {
-                  "type": "string"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "title": {
-              "type": "string"
-            },
-            "verification_label": {
-              "anyOf": [
-                {
-                  "const": "Unverified",
-                  "type": "string"
-                },
-                {
-                  "const": "Verified interaction",
-                  "type": "string"
-                }
-              ]
-            }
-          },
-          "required": [
-            "id",
-            "rating",
-            "title",
-            "body",
-            "reviewer_name",
-            "relationship",
-            "service_date",
-            "created_at",
-            "authoring_mode",
-            "agent_assisted",
-            "owner_response",
-            "verification_label",
-            "ranking_weight",
-            "reviewer_verification_label",
-            "reviewer_verification_disclosure",
-            "quality_ranking_weight"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "schema_version": {
-        "const": "3.0",
-        "type": "string"
-      },
-      "sort": {
-        "const": "newest_first",
-        "type": "string"
-      },
-      "summary": {
-        "additionalProperties": false,
-        "properties": {
-          "average_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "counts_truncated": {
-            "type": "boolean"
-          },
-          "identity_verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "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"
-              }
-            ]
-          },
-          "rating_counts": {
-            "additionalProperties": {
-              "maximum": 9007199254740991,
-              "minimum": 0,
-              "type": "integer"
-            },
-            "propertyNames": {
-              "type": "string"
-            },
-            "type": "object"
-          },
-          "review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "average_rating",
-          "review_count",
-          "verified_review_count",
-          "identity_verified_review_count",
-          "quality_rating",
-          "rating_counts",
-          "ranking"
-        ],
-        "type": "object"
-      },
-      "trust_model_version": {
-        "const": "v3",
-        "type": "string"
-      }
-    },
-    "required": [
-      "schema_version",
-      "trust_model_version",
-      "registry_name",
-      "business_id",
-      "display_name",
-      "policy",
-      "sort",
-      "filter",
-      "summary",
-      "reviews",
-      "pagination"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "business_claim_status": {
-        "enum": [
-          "unclaimed",
-          "owner_submitted",
-          "claimed"
-        ],
-        "type": "string"
-      },
-      "business_id": {
-        "type": "string"
-      },
-      "display_name": {
-        "type": "string"
-      },
-      "filter": {
-        "additionalProperties": false,
-        "properties": {
-          "ratings": {
-            "anyOf": [
-              {
-                "items": {
-                  "maximum": 5,
-                  "minimum": 1,
-                  "type": "integer"
-                },
-                "type": "array"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "ratings"
-        ],
-        "type": "object"
-      },
-      "pagination": {
-        "additionalProperties": false,
-        "properties": {
-          "has_more": {
-            "type": "boolean"
-          },
-          "limit": {
-            "exclusiveMinimum": 0,
-            "maximum": 9007199254740991,
-            "type": "integer"
-          },
-          "next_page": {
-            "anyOf": [
-              {
-                "exclusiveMinimum": 0,
-                "maximum": 9007199254740991,
-                "type": "integer"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "page": {
-            "exclusiveMinimum": 0,
-            "maximum": 9007199254740991,
-            "type": "integer"
-          },
-          "total_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "total_pages": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "page",
-          "limit",
-          "total_count",
-          "total_pages",
-          "has_more",
-          "next_page"
-        ],
-        "type": "object"
-      },
-      "policy": {
-        "type": "string"
-      },
-      "registry_name": {
-        "type": "string"
-      },
-      "registry_page_notice": {
-        "const": "Reviews from identity-verified reviewers can influence search and recommendation quality. They do not verify, claim, or publish this business, and they do not prove a transaction.",
-        "type": "string"
-      },
-      "reviews": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "agent_assisted": {
-              "type": "boolean"
-            },
-            "authoring_mode": {
-              "enum": [
-                "human",
-                "customer_agent"
-              ],
-              "type": "string"
-            },
-            "body": {
-              "type": "string"
-            },
-            "created_at": {
-              "type": "string"
-            },
-            "id": {
-              "type": "string"
-            },
-            "owner_response": {
-              "anyOf": [
-                {
-                  "additionalProperties": false,
-                  "properties": {
-                    "author_label": {
-                      "type": "string"
-                    },
-                    "body": {
-                      "type": "string"
-                    },
-                    "created_at": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "body",
-                    "author_label",
-                    "created_at"
-                  ],
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "quality_ranking_weight": {
-              "anyOf": [
-                {
-                  "const": 0,
-                  "type": "number"
-                },
-                {
-                  "const": 1,
-                  "type": "number"
-                }
-              ]
-            },
-            "ranking_weight": {
-              "anyOf": [
-                {
-                  "const": 0,
-                  "type": "number"
-                },
-                {
-                  "const": 1,
-                  "type": "number"
-                }
-              ]
-            },
-            "rating": {
-              "maximum": 5,
-              "minimum": 1,
-              "type": "integer"
-            },
-            "relationship": {
-              "type": "string"
-            },
-            "reviewer_name": {
-              "type": "string"
-            },
-            "reviewer_verification_disclosure": {
-              "const": "Verified reviewer means the registered account completed Passkey or phone verification. It does not prove a transaction or government identity.",
-              "type": "string"
-            },
-            "reviewer_verification_label": {
-              "anyOf": [
-                {
-                  "const": "Verified reviewer",
-                  "type": "string"
-                },
-                {
-                  "const": "Unverified reviewer",
-                  "type": "string"
-                }
-              ]
-            },
-            "service_date": {
-              "anyOf": [
-                {
-                  "type": "string"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "title": {
-              "type": "string"
-            },
-            "verification_label": {
-              "anyOf": [
-                {
-                  "const": "Unverified",
-                  "type": "string"
-                },
-                {
-                  "const": "Verified interaction",
-                  "type": "string"
-                }
-              ]
-            }
-          },
-          "required": [
-            "id",
-            "rating",
-            "title",
-            "body",
-            "reviewer_name",
-            "relationship",
-            "service_date",
-            "created_at",
-            "authoring_mode",
-            "agent_assisted",
-            "owner_response",
-            "verification_label",
-            "ranking_weight",
-            "reviewer_verification_label",
-            "reviewer_verification_disclosure",
-            "quality_ranking_weight"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "schema_version": {
-        "const": "3.0",
-        "type": "string"
-      },
-      "sort": {
-        "const": "newest_first",
-        "type": "string"
-      },
-      "summary": {
-        "additionalProperties": false,
-        "properties": {
-          "average_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "counts_truncated": {
-            "type": "boolean"
-          },
-          "identity_verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "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"
-              }
-            ]
-          },
-          "rating_counts": {
-            "additionalProperties": {
-              "maximum": 9007199254740991,
-              "minimum": 0,
-              "type": "integer"
-            },
-            "propertyNames": {
-              "type": "string"
-            },
-            "type": "object"
-          },
-          "review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "average_rating",
-          "review_count",
-          "verified_review_count",
-          "identity_verified_review_count",
-          "quality_rating",
-          "rating_counts",
-          "ranking"
-        ],
-        "type": "object"
-      },
-      "trust_model_version": {
-        "const": "v3",
-        "type": "string"
-      }
-    },
-    "required": [
-      "schema_version",
-      "trust_model_version",
-      "registry_name",
-      "business_id",
-      "display_name",
-      "business_claim_status",
-      "registry_page_notice",
-      "policy",
-      "sort",
-      "filter",
-      "summary",
-      "reviews",
-      "pagination"
-    ],
-    "type": "object"
-  }
-]

addedOutput schema / properties / data / properties

Added value: +{
+  "business_claim_status": {
+    "type": "string"
+  },
+  "business_id": {
+    "type": "string"
+  },
+  "display_name": {
+    "type": "string"
+  },
+  "filter": {
+    "additionalProperties": false,
+    "properties": {
+      "ratings": {
+        "anyOf": [
+          {
+            "items": {
+              "maximum": 5,
+              "minimum": 1,
+              "type": "integer"
+            },
+            "type": "array"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      }
+    },
+    "required": [
+      "ratings"
+    ],
+    "type": "object"
+  },
+  "pagination": {
+    "additionalProperties": false,
+    "properties": {
+      "has_more": {
+        "type": "boolean"
+      },
+      "limit": {
+        "exclusiveMinimum": 0,
+        "maximum": 9007199254740991,
+        "type": "integer"
+      },
+      "next_page": {
+        "anyOf": [
+          {
+            "exclusiveMinimum": 0,
+            "maximum": 9007199254740991,
+            "type": "integer"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "page": {
+        "exclusiveMinimum": 0,
+        "maximum": 9007199254740991,
+        "type": "integer"
+      },
+      "total_count": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      },
+      "total_pages": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      }
+    },
+    "required": [
+      "page",
+      "limit",
+      "total_count",
+      "total_pages",
+      "has_more",
+      "next_page"
+    ],
+    "type": "object"
+  },
+  "registry_name": {
+    "type": "string"
+  },
+  "registry_page_notice": {
+    "type": "string"
+  },
+  "reviews": {
+    "items": {
+      "additionalProperties": false,
+      "properties": {
+        "agent_assisted": {
+          "type": "boolean"
+        },
+        "authoring_mode": {
+          "type": "string"
+        },
+        "body": {
+          "type": "string"
+        },
+        "created_at": {
+          "type": "string"
+        },
+        "id": {
+          "type": "string"
+        },
+        "owner_response": {
+          "anyOf": [
+            {
+              "additionalProperties": false,
+              "properties": {
+                "author_label": {
+                  "type": "string"
+                },
+                "body": {
+                  "type": "string"
+                },
+                "created_at": {
+                  "type": "string"
+                }
+              },
+              "required": [
+                "body",
+                "author_label",
+                "created_at"
+              ],
+              "type": "object"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "rating": {
+          "maximum": 5,
+          "minimum": 1,
+          "type": "integer"
+        },
+        "relationship": {
+          "type": "string"
+        },
+        "reviewer_name": {
+          "type": "string"
+        },
+        "reviewer_verification_disclosure": {
+          "type": "string"
+        },
+        "reviewer_verification_label": {
+          "type": "string"
+        },
+        "service_date": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ]
+        },
+        "title": {
+          "type": "string"
+        },
+        "verification_label": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "id",
+        "rating",
+        "title",
+        "body",
+        "reviewer_name",
+        "relationship",
+        "service_date",
+        "created_at",
+        "authoring_mode",
+        "agent_assisted",
+        "owner_response"
+      ],
+      "type": "object"
+    },
+    "type": "array"
+  },
+  "schema_version": {
+    "type": "string"
+  },
+  "sort": {
+    "type": "string"
+  },
+  "summary": {
+    "additionalProperties": false,
+    "properties": {
+      "average_rating": {
+        "anyOf": [
+          {
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "counts_truncated": {
+        "type": "boolean"
+      },
+      "identity_verified_review_count": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      },
+      "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"
+      },
+      "rating_counts": {
+        "additionalProperties": {
+          "maximum": 9007199254740991,
+          "minimum": 0,
+          "type": "integer"
+        },
+        "propertyNames": {
+          "type": "string"
+        },
+        "type": "object"
+      },
+      "review_count": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      },
+      "verified_review_count": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      }
+    },
+    "required": [
+      "average_rating",
+      "review_count",
+      "rating_counts",
+      "ranking"
+    ],
+    "type": "object"
+  },
+  "trust_model_version": {
+    "type": "string"
+  }
+}

addedOutput schema / properties / data / required

Added value: +[
+  "business_id",
+  "display_name",
+  "sort",
+  "filter",
+  "summary",
+  "reviews",
+  "pagination"
+]

addedOutput schema / properties / data / type
```
Added value: +"object"
```

removedOutput schema / properties / error / properties / details

Removed value: -{
-  "allOf": [
-    {
-      "$ref": "#/definitions/__schema0"
-    }
-  ]
-}

Changed5 schema fields changedAug 1, 2026

removedOutput schema / properties / data / additionalProperties
```
Removed value: -false
```

addedOutput schema / properties / data / anyOf

Added value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "business_id": {
+        "type": "string"
+      },
+      "display_name": {
+        "type": "string"
+      },
+      "filter": {
+        "additionalProperties": false,
+        "properties": {
+          "ratings": {
+            "anyOf": [
+              {
+                "items": {
+                  "maximum": 5,
+                  "minimum": 1,
+                  "type": "integer"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          }
+        },
+        "required": [
+          "ratings"
+        ],
+        "type": "object"
+      },
+      "pagination": {
+        "additionalProperties": false,
+        "properties": {
+          "has_more": {
+            "type": "boolean"
+          },
+          "limit": {
+            "exclusiveMinimum": 0,
+            "maximum": 9007199254740991,
+            "type": "integer"
+          },
+          "next_page": {
+            "anyOf": [
+              {
+                "exclusiveMinimum": 0,
+                "maximum": 9007199254740991,
+                "type": "integer"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "page": {
+            "exclusiveMinimum": 0,
+            "maximum": 9007199254740991,
+            "type": "integer"
+          },
+          "total_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "total_pages": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "page",
+          "limit",
+          "total_count",
+          "total_pages",
+          "has_more",
+          "next_page"
+        ],
+        "type": "object"
+      },
+      "policy": {
+        "type": "string"
+      },
+      "registry_name": {
+        "type": "string"
+      },
+      "reviews": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "agent_assisted": {
+              "type": "boolean"
+            },
+            "authoring_mode": {
+              "enum": [
+                "human",
+                "customer_agent"
+              ],
+              "type": "string"
+            },
+            "body": {
+              "type": "string"
+            },
+            "created_at": {
+              "type": "string"
+            },
+            "id": {
+              "type": "string"
+            },
+            "owner_response": {
+              "anyOf": [
+                {
+                  "additionalProperties": false,
+                  "properties": {
+                    "author_label": {
+                      "type": "string"
+                    },
+                    "body": {
+                      "type": "string"
+                    },
+                    "created_at": {
+                      "type": "string"
+                    }
+                  },
+                  "required": [
+                    "body",
+                    "author_label",
+                    "created_at"
+                  ],
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "quality_ranking_weight": {
+              "anyOf": [
+                {
+                  "const": 0,
+                  "type": "number"
+                },
+                {
+                  "const": 1,
+                  "type": "number"
+                }
+              ]
+            },
+            "ranking_weight": {
+              "anyOf": [
+                {
+                  "const": 0,
+                  "type": "number"
+                },
+                {
+                  "const": 1,
+                  "type": "number"
+                }
+              ]
+            },
+            "rating": {
+              "maximum": 5,
+              "minimum": 1,
+              "type": "integer"
+            },
+            "relationship": {
+              "type": "string"
+            },
+            "reviewer_name": {
+              "type": "string"
+            },
+            "reviewer_verification_disclosure": {
+              "const": "Verified reviewer means the registered account completed Passkey or phone verification. It does not prove a transaction or government identity.",
+              "type": "string"
+            },
+            "reviewer_verification_label": {
+              "anyOf": [
+                {
+                  "const": "Verified reviewer",
+                  "type": "string"
+                },
+                {
+                  "const": "Unverified reviewer",
+                  "type": "string"
+                }
+              ]
+            },
+            "service_date": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "title": {
+              "type": "string"
+            },
+            "verification_label": {
+              "anyOf": [
+                {
+                  "const": "Unverified",
+                  "type": "string"
+                },
+                {
+                  "const": "Verified interaction",
+                  "type": "string"
+                }
+              ]
+            }
+          },
+          "required": [
+            "id",
+            "rating",
+            "title",
+            "body",
+            "reviewer_name",
+            "relationship",
+            "service_date",
+            "created_at",
+            "authoring_mode",
+            "agent_assisted",
+            "owner_response",
+            "verification_label",
+            "ranking_weight",
+            "reviewer_verification_label",
+            "reviewer_verification_disclosure",
+            "quality_ranking_weight"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "schema_version": {
+        "const": "3.0",
+        "type": "string"
+      },
+      "sort": {
+        "const": "newest_first",
+        "type": "string"
+      },
+      "summary": {
+        "additionalProperties": false,
+        "properties": {
+          "average_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "counts_truncated": {
+            "type": "boolean"
+          },
+          "identity_verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "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"
+              }
+            ]
+          },
+          "rating_counts": {
+            "additionalProperties": {
+              "maximum": 9007199254740991,
+              "minimum": 0,
+              "type": "integer"
+            },
+            "propertyNames": {
+              "type": "string"
+            },
+            "type": "object"
+          },
+          "review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "average_rating",
+          "review_count",
+          "verified_review_count",
+          "identity_verified_review_count",
+          "quality_rating",
+          "rating_counts",
+          "ranking"
+        ],
+        "type": "object"
+      },
+      "trust_model_version": {
+        "const": "v3",
+        "type": "string"
+      }
+    },
+    "required": [
+      "schema_version",
+      "trust_model_version",
+      "registry_name",
+      "business_id",
+      "display_name",
+      "policy",
+      "sort",
+      "filter",
+      "summary",
+      "reviews",
+      "pagination"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "business_claim_status": {
+        "enum": [
+          "unclaimed",
+          "owner_submitted",
+          "claimed"
+        ],
+        "type": "string"
+      },
+      "business_id": {
+        "type": "string"
+      },
+      "display_name": {
+        "type": "string"
+      },
+      "filter": {
+        "additionalProperties": false,
+        "properties": {
+          "ratings": {
+            "anyOf": [
+              {
+                "items": {
+                  "maximum": 5,
+                  "minimum": 1,
+                  "type": "integer"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          }
+        },
+        "required": [
+          "ratings"
+        ],
+        "type": "object"
+      },
+      "pagination": {
+        "additionalProperties": false,
+        "properties": {
+          "has_more": {
+            "type": "boolean"
+          },
+          "limit": {
+            "exclusiveMinimum": 0,
+            "maximum": 9007199254740991,
+            "type": "integer"
+          },
+          "next_page": {
+            "anyOf": [
+              {
+                "exclusiveMinimum": 0,
+                "maximum": 9007199254740991,
+                "type": "integer"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "page": {
+            "exclusiveMinimum": 0,
+            "maximum": 9007199254740991,
+            "type": "integer"
+          },
+          "total_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "total_pages": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "page",
+          "limit",
+          "total_count",
+          "total_pages",
+          "has_more",
+          "next_page"
+        ],
+        "type": "object"
+      },
+      "policy": {
+        "type": "string"
+      },
+      "registry_name": {
+        "type": "string"
+      },
+      "registry_page_notice": {
+        "const": "Reviews from identity-verified reviewers can influence search and recommendation quality. They do not verify, claim, or publish this business, and they do not prove a transaction.",
+        "type": "string"
+      },
+      "reviews": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "agent_assisted": {
+              "type": "boolean"
+            },
+            "authoring_mode": {
+              "enum": [
+                "human",
+                "customer_agent"
+              ],
+              "type": "string"
+            },
+            "body": {
+              "type": "string"
+            },
+            "created_at": {
+              "type": "string"
+            },
+            "id": {
+              "type": "string"
+            },
+            "owner_response": {
+              "anyOf": [
+                {
+                  "additionalProperties": false,
+                  "properties": {
+                    "author_label": {
+                      "type": "string"
+                    },
+                    "body": {
+                      "type": "string"
+                    },
+                    "created_at": {
+                      "type": "string"
+                    }
+                  },
+                  "required": [
+                    "body",
+                    "author_label",
+                    "created_at"
+                  ],
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "quality_ranking_weight": {
+              "anyOf": [
+                {
+                  "const": 0,
+                  "type": "number"
+                },
+                {
+                  "const": 1,
+                  "type": "number"
+                }
+              ]
+            },
+            "ranking_weight": {
+              "anyOf": [
+                {
+                  "const": 0,
+                  "type": "number"
+                },
+                {
+                  "const": 1,
+                  "type": "number"
+                }
+              ]
+            },
+            "rating": {
+              "maximum": 5,
+              "minimum": 1,
+              "type": "integer"
+            },
+            "relationship": {
+              "type": "string"
+            },
+            "reviewer_name": {
+              "type": "string"
+            },
+            "reviewer_verification_disclosure": {
+              "const": "Verified reviewer means the registered account completed Passkey or phone verification. It does not prove a transaction or government identity.",
+              "type": "string"
+            },
+            "reviewer_verification_label": {
+              "anyOf": [
+                {
+                  "const": "Verified reviewer",
+                  "type": "string"
+                },
+                {
+                  "const": "Unverified reviewer",
+                  "type": "string"
+                }
+              ]
+            },
+            "service_date": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "title": {
+              "type": "string"
+            },
+            "verification_label": {
+              "anyOf": [
+                {
+                  "const": "Unverified",
+                  "type": "string"
+                },
+                {
+                  "const": "Verified interaction",
+                  "type": "string"
+                }
+              ]
+            }
+          },
+          "required": [
+            "id",
+            "rating",
+            "title",
+            "body",
+            "reviewer_name",
+            "relationship",
+            "service_date",
+            "created_at",
+            "authoring_mode",
+            "agent_assisted",
+            "owner_response",
+            "verification_label",
+            "ranking_weight",
+            "reviewer_verification_label",
+            "reviewer_verification_disclosure",
+            "quality_ranking_weight"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "schema_version": {
+        "const": "3.0",
+        "type": "string"
+      },
+      "sort": {
+        "const": "newest_first",
+        "type": "string"
+      },
+      "summary": {
+        "additionalProperties": false,
+        "properties": {
+          "average_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "counts_truncated": {
+            "type": "boolean"
+          },
+          "identity_verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "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"
+              }
+            ]
+          },
+          "rating_counts": {
+            "additionalProperties": {
+              "maximum": 9007199254740991,
+              "minimum": 0,
+              "type": "integer"
+            },
+            "propertyNames": {
+              "type": "string"
+            },
+            "type": "object"
+          },
+          "review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "average_rating",
+          "review_count",
+          "verified_review_count",
+          "identity_verified_review_count",
+          "quality_rating",
+          "rating_counts",
+          "ranking"
+        ],
+        "type": "object"
+      },
+      "trust_model_version": {
+        "const": "v3",
+        "type": "string"
+      }
+    },
+    "required": [
+      "schema_version",
+      "trust_model_version",
+      "registry_name",
+      "business_id",
+      "display_name",
+      "business_claim_status",
+      "registry_page_notice",
+      "policy",
+      "sort",
+      "filter",
+      "summary",
+      "reviews",
+      "pagination"
+    ],
+    "type": "object"
+  }
+]

removedOutput schema / properties / data / properties

Removed value: -{
-  "business_id": {
-    "type": "string"
-  },
-  "display_name": {
-    "type": "string"
-  },
-  "filter": {
-    "additionalProperties": false,
-    "properties": {
-      "ratings": {
-        "anyOf": [
-          {
-            "items": {
-              "maximum": 5,
-              "minimum": 1,
-              "type": "integer"
-            },
-            "type": "array"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      }
-    },
-    "required": [
-      "ratings"
-    ],
-    "type": "object"
-  },
-  "pagination": {
-    "additionalProperties": false,
-    "properties": {
-      "has_more": {
-        "type": "boolean"
-      },
-      "limit": {
-        "exclusiveMinimum": 0,
-        "maximum": 9007199254740991,
-        "type": "integer"
-      },
-      "next_page": {
-        "anyOf": [
-          {
-            "exclusiveMinimum": 0,
-            "maximum": 9007199254740991,
-            "type": "integer"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "page": {
-        "exclusiveMinimum": 0,
-        "maximum": 9007199254740991,
-        "type": "integer"
-      },
-      "total_count": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "total_pages": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      }
-    },
-    "required": [
-      "page",
-      "limit",
-      "total_count",
-      "total_pages",
-      "has_more",
-      "next_page"
-    ],
-    "type": "object"
-  },
-  "policy": {
-    "type": "string"
-  },
-  "registry_name": {
-    "type": "string"
-  },
-  "reviews": {
-    "items": {
-      "oneOf": [
-        {
-          "additionalProperties": false,
-          "properties": {
-            "agent_assisted": {
-              "type": "boolean"
-            },
-            "authoring_mode": {
-              "enum": [
-                "human",
-                "customer_agent"
-              ],
-              "type": "string"
-            },
-            "body": {
-              "type": "string"
-            },
-            "created_at": {
-              "type": "string"
-            },
-            "id": {
-              "type": "string"
-            },
-            "owner_response": {
-              "anyOf": [
-                {
-                  "additionalProperties": false,
-                  "properties": {
-                    "author_label": {
-                      "type": "string"
-                    },
-                    "body": {
-                      "type": "string"
-                    },
-                    "created_at": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "body",
-                    "author_label",
-                    "created_at"
-                  ],
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "ranking_weight": {
-              "const": 0,
-              "type": "number"
-            },
-            "rating": {
-              "maximum": 5,
-              "minimum": 1,
-              "type": "integer"
-            },
-            "relationship": {
-              "type": "string"
-            },
-            "reviewer_name": {
-              "type": "string"
-            },
-            "service_date": {
-              "anyOf": [
-                {
-                  "type": "string"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "title": {
-              "type": "string"
-            },
-            "verification_label": {
-              "const": "Unverified",
-              "type": "string"
-            }
-          },
-          "required": [
-            "id",
-            "rating",
-            "title",
-            "body",
-            "reviewer_name",
-            "relationship",
-            "service_date",
-            "created_at",
-            "authoring_mode",
-            "agent_assisted",
-            "owner_response",
-            "verification_label",
-            "ranking_weight"
-          ],
-          "type": "object"
-        },
-        {
-          "additionalProperties": false,
-          "properties": {
-            "agent_assisted": {
-              "type": "boolean"
-            },
-            "authoring_mode": {
-              "enum": [
-                "human",
-                "customer_agent"
-              ],
-              "type": "string"
-            },
-            "body": {
-              "type": "string"
-            },
-            "created_at": {
-              "type": "string"
-            },
-            "id": {
-              "type": "string"
-            },
-            "owner_response": {
-              "anyOf": [
-                {
-                  "additionalProperties": false,
-                  "properties": {
-                    "author_label": {
-                      "type": "string"
-                    },
-                    "body": {
-                      "type": "string"
-                    },
-                    "created_at": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "body",
-                    "author_label",
-                    "created_at"
-                  ],
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "ranking_weight": {
-              "const": 1,
-              "type": "number"
-            },
-            "rating": {
-              "maximum": 5,
-              "minimum": 1,
-              "type": "integer"
-            },
-            "relationship": {
-              "type": "string"
-            },
-            "reviewer_name": {
-              "type": "string"
-            },
-            "service_date": {
-              "anyOf": [
-                {
-                  "type": "string"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "title": {
-              "type": "string"
-            },
-            "verification_label": {
-              "const": "Verified interaction",
-              "type": "string"
-            }
-          },
-          "required": [
-            "id",
-            "rating",
-            "title",
-            "body",
-            "reviewer_name",
-            "relationship",
-            "service_date",
-            "created_at",
-            "authoring_mode",
-            "agent_assisted",
-            "owner_response",
-            "verification_label",
-            "ranking_weight"
-          ],
-          "type": "object"
-        }
-      ]
-    },
-    "type": "array"
-  },
-  "schema_version": {
-    "const": "3.0",
-    "type": "string"
-  },
-  "sort": {
-    "const": "newest_first",
-    "type": "string"
-  },
-  "summary": {
-    "additionalProperties": false,
-    "properties": {
-      "average_rating": {
-        "anyOf": [
-          {
-            "maximum": 5,
-            "minimum": 1,
-            "type": "number"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "counts_truncated": {
-        "type": "boolean"
-      },
-      "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"
-          }
-        ]
-      },
-      "rating_counts": {
-        "additionalProperties": {
-          "maximum": 9007199254740991,
-          "minimum": 0,
-          "type": "integer"
-        },
-        "propertyNames": {
-          "type": "string"
-        },
-        "type": "object"
-      },
-      "review_count": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "verified_review_count": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      }
-    },
-    "required": [
-      "average_rating",
-      "review_count",
-      "verified_review_count",
-      "rating_counts",
-      "ranking"
-    ],
-    "type": "object"
-  },
-  "trust_model_version": {
-    "const": "v3",
-    "type": "string"
-  }
-}

removedOutput schema / properties / data / required

Removed value: -[
-  "schema_version",
-  "trust_model_version",
-  "registry_name",
-  "business_id",
-  "display_name",
-  "policy",
-  "sort",
-  "filter",
-  "summary",
-  "reviews",
-  "pagination"
-]

removedOutput schema / properties / data / type
```
Removed value: -"object"
```

Changed5 schema fields changedAug 1, 2026

addedOutput schema / properties / data / additionalProperties
```
Added value: +false
```

removedOutput schema / properties / data / anyOf

Removed value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "business_id": {
-        "type": "string"
-      },
-      "display_name": {
-        "type": "string"
-      },
-      "filter": {
-        "additionalProperties": false,
-        "properties": {
-          "ratings": {
-            "anyOf": [
-              {
-                "items": {
-                  "maximum": 5,
-                  "minimum": 1,
-                  "type": "integer"
-                },
-                "type": "array"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "ratings"
-        ],
-        "type": "object"
-      },
-      "pagination": {
-        "additionalProperties": false,
-        "properties": {
-          "has_more": {
-            "type": "boolean"
-          },
-          "limit": {
-            "exclusiveMinimum": 0,
-            "maximum": 9007199254740991,
-            "type": "integer"
-          },
-          "next_page": {
-            "anyOf": [
-              {
-                "exclusiveMinimum": 0,
-                "maximum": 9007199254740991,
-                "type": "integer"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "page": {
-            "exclusiveMinimum": 0,
-            "maximum": 9007199254740991,
-            "type": "integer"
-          },
-          "total_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "total_pages": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "page",
-          "limit",
-          "total_count",
-          "total_pages",
-          "has_more",
-          "next_page"
-        ],
-        "type": "object"
-      },
-      "policy": {
-        "type": "string"
-      },
-      "registry_name": {
-        "type": "string"
-      },
-      "reviews": {
-        "items": {
-          "oneOf": [
-            {
-              "additionalProperties": false,
-              "properties": {
-                "agent_assisted": {
-                  "type": "boolean"
-                },
-                "authoring_mode": {
-                  "enum": [
-                    "human",
-                    "customer_agent"
-                  ],
-                  "type": "string"
-                },
-                "body": {
-                  "type": "string"
-                },
-                "created_at": {
-                  "type": "string"
-                },
-                "id": {
-                  "type": "string"
-                },
-                "owner_response": {
-                  "anyOf": [
-                    {
-                      "additionalProperties": false,
-                      "properties": {
-                        "author_label": {
-                          "type": "string"
-                        },
-                        "body": {
-                          "type": "string"
-                        },
-                        "created_at": {
-                          "type": "string"
-                        }
-                      },
-                      "required": [
-                        "body",
-                        "author_label",
-                        "created_at"
-                      ],
-                      "type": "object"
-                    },
-                    {
-                      "type": "null"
-                    }
-                  ]
-                },
-                "ranking_weight": {
-                  "const": 0,
-                  "type": "number"
-                },
-                "rating": {
-                  "maximum": 5,
-                  "minimum": 1,
-                  "type": "integer"
-                },
-                "relationship": {
-                  "type": "string"
-                },
-                "reviewer_name": {
-                  "type": "string"
-                },
-                "service_date": {
-                  "anyOf": [
-                    {
-                      "type": "string"
-                    },
-                    {
-                      "type": "null"
-                    }
-                  ]
-                },
-                "title": {
-                  "type": "string"
-                },
-                "verification_label": {
-                  "const": "Unverified",
-                  "type": "string"
-                }
-              },
-              "required": [
-                "id",
-                "rating",
-                "title",
-                "body",
-                "reviewer_name",
-                "relationship",
-                "service_date",
-                "created_at",
-                "authoring_mode",
-                "agent_assisted",
-                "owner_response",
-                "verification_label",
-                "ranking_weight"
-              ],
-              "type": "object"
-            },
-            {
-              "additionalProperties": false,
-              "properties": {
-                "agent_assisted": {
-                  "type": "boolean"
-                },
-                "authoring_mode": {
-                  "enum": [
-                    "human",
-                    "customer_agent"
-                  ],
-                  "type": "string"
-                },
-                "body": {
-                  "type": "string"
-                },
-                "created_at": {
-                  "type": "string"
-                },
-                "id": {
-                  "type": "string"
-                },
-                "owner_response": {
-                  "anyOf": [
-                    {
-                      "additionalProperties": false,
-                      "properties": {
-                        "author_label": {
-                          "type": "string"
-                        },
-                        "body": {
-                          "type": "string"
-                        },
-                        "created_at": {
-                          "type": "string"
-                        }
-                      },
-                      "required": [
-                        "body",
-                        "author_label",
-                        "created_at"
-                      ],
-                      "type": "object"
-                    },
-                    {
-                      "type": "null"
-                    }
-                  ]
-                },
-                "ranking_weight": {
-                  "const": 1,
-                  "type": "number"
-                },
-                "rating": {
-                  "maximum": 5,
-                  "minimum": 1,
-                  "type": "integer"
-                },
-                "relationship": {
-                  "type": "string"
-                },
-                "reviewer_name": {
-                  "type": "string"
-                },
-                "service_date": {
-                  "anyOf": [
-                    {
-                      "type": "string"
-                    },
-                    {
-                      "type": "null"
-                    }
-                  ]
-                },
-                "title": {
-                  "type": "string"
-                },
-                "verification_label": {
-                  "const": "Verified interaction",
-                  "type": "string"
-                }
-              },
-              "required": [
-                "id",
-                "rating",
-                "title",
-                "body",
-                "reviewer_name",
-                "relationship",
-                "service_date",
-                "created_at",
-                "authoring_mode",
-                "agent_assisted",
-                "owner_response",
-                "verification_label",
-                "ranking_weight"
-              ],
-              "type": "object"
-            }
-          ]
-        },
-        "type": "array"
-      },
-      "schema_version": {
-        "const": "3.0",
-        "type": "string"
-      },
-      "sort": {
-        "const": "newest_first",
-        "type": "string"
-      },
-      "summary": {
-        "additionalProperties": false,
-        "properties": {
-          "average_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "counts_truncated": {
-            "type": "boolean"
-          },
-          "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"
-              }
-            ]
-          },
-          "rating_counts": {
-            "additionalProperties": {
-              "maximum": 9007199254740991,
-              "minimum": 0,
-              "type": "integer"
-            },
-            "propertyNames": {
-              "type": "string"
-            },
-            "type": "object"
-          },
-          "review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "average_rating",
-          "review_count",
-          "verified_review_count",
-          "rating_counts",
-          "ranking"
-        ],
-        "type": "object"
-      },
-      "trust_model_version": {
-        "const": "v3",
-        "type": "string"
-      }
-    },
-    "required": [
-      "schema_version",
-      "trust_model_version",
-      "registry_name",
-      "business_id",
-      "display_name",
-      "policy",
-      "sort",
-      "filter",
-      "summary",
-      "reviews",
-      "pagination"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "business_claim_status": {
-        "enum": [
-          "unclaimed",
-          "owner_submitted",
-          "claimed"
-        ],
-        "type": "string"
-      },
-      "business_id": {
-        "type": "string"
-      },
-      "display_name": {
-        "type": "string"
-      },
-      "filter": {
-        "additionalProperties": false,
-        "properties": {
-          "ratings": {
-            "anyOf": [
-              {
-                "items": {
-                  "maximum": 5,
-                  "minimum": 1,
-                  "type": "integer"
-                },
-                "type": "array"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          }
-        },
-        "required": [
-          "ratings"
-        ],
-        "type": "object"
-      },
-      "pagination": {
-        "additionalProperties": false,
-        "properties": {
-          "has_more": {
-            "type": "boolean"
-          },
-          "limit": {
-            "exclusiveMinimum": 0,
-            "maximum": 9007199254740991,
-            "type": "integer"
-          },
-          "next_page": {
-            "anyOf": [
-              {
-                "exclusiveMinimum": 0,
-                "maximum": 9007199254740991,
-                "type": "integer"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "page": {
-            "exclusiveMinimum": 0,
-            "maximum": 9007199254740991,
-            "type": "integer"
-          },
-          "total_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "total_pages": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "page",
-          "limit",
-          "total_count",
-          "total_pages",
-          "has_more",
-          "next_page"
-        ],
-        "type": "object"
-      },
-      "policy": {
-        "type": "string"
-      },
-      "registry_name": {
-        "type": "string"
-      },
-      "registry_page_notice": {
-        "const": "Reviews are displayed on this registry page but carry zero ranking weight and cannot make the business agent-recommendable until it is claimed and published.",
-        "type": "string"
-      },
-      "reviews": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "agent_assisted": {
-              "type": "boolean"
-            },
-            "authoring_mode": {
-              "enum": [
-                "human",
-                "customer_agent"
-              ],
-              "type": "string"
-            },
-            "body": {
-              "type": "string"
-            },
-            "created_at": {
-              "type": "string"
-            },
-            "id": {
-              "type": "string"
-            },
-            "owner_response": {
-              "anyOf": [
-                {
-                  "additionalProperties": false,
-                  "properties": {
-                    "author_label": {
-                      "type": "string"
-                    },
-                    "body": {
-                      "type": "string"
-                    },
-                    "created_at": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "body",
-                    "author_label",
-                    "created_at"
-                  ],
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "ranking_weight": {
-              "const": 0,
-              "type": "number"
-            },
-            "rating": {
-              "maximum": 5,
-              "minimum": 1,
-              "type": "integer"
-            },
-            "relationship": {
-              "type": "string"
-            },
-            "reviewer_name": {
-              "type": "string"
-            },
-            "service_date": {
-              "anyOf": [
-                {
-                  "type": "string"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "title": {
-              "type": "string"
-            },
-            "verification_label": {
-              "anyOf": [
-                {
-                  "const": "Unverified",
-                  "type": "string"
-                },
-                {
-                  "const": "Verified interaction",
-                  "type": "string"
-                }
-              ]
-            }
-          },
-          "required": [
-            "id",
-            "rating",
-            "title",
-            "body",
-            "reviewer_name",
-            "relationship",
-            "service_date",
-            "created_at",
-            "authoring_mode",
-            "agent_assisted",
-            "owner_response",
-            "verification_label",
-            "ranking_weight"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "schema_version": {
-        "const": "3.0",
-        "type": "string"
-      },
-      "sort": {
-        "const": "newest_first",
-        "type": "string"
-      },
-      "summary": {
-        "additionalProperties": false,
-        "properties": {
-          "average_rating": {
-            "anyOf": [
-              {
-                "maximum": 5,
-                "minimum": 1,
-                "type": "number"
-              },
-              {
-                "type": "null"
-              }
-            ]
-          },
-          "counts_truncated": {
-            "type": "boolean"
-          },
-          "ranking": {
-            "additionalProperties": false,
-            "properties": {
-              "basis": {
-                "const": "not_ranked_until_claimed_and_published",
-                "type": "string"
-              },
-              "explanation": {
-                "const": "Reviews are displayed on this registry page but carry zero ranking weight and cannot make the business agent-recommendable until it is claimed and published.",
-                "type": "string"
-              },
-              "half_star_band": {
-                "type": "null"
-              },
-              "status": {
-                "const": "display_only",
-                "type": "string"
-              }
-            },
-            "required": [
-              "status",
-              "basis",
-              "half_star_band",
-              "explanation"
-            ],
-            "type": "object"
-          },
-          "rating_counts": {
-            "additionalProperties": {
-              "maximum": 9007199254740991,
-              "minimum": 0,
-              "type": "integer"
-            },
-            "propertyNames": {
-              "type": "string"
-            },
-            "type": "object"
-          },
-          "review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          },
-          "verified_review_count": {
-            "maximum": 9007199254740991,
-            "minimum": 0,
-            "type": "integer"
-          }
-        },
-        "required": [
-          "average_rating",
-          "review_count",
-          "verified_review_count",
-          "rating_counts",
-          "ranking"
-        ],
-        "type": "object"
-      },
-      "trust_model_version": {
-        "const": "v3",
-        "type": "string"
-      }
-    },
-    "required": [
-      "schema_version",
-      "trust_model_version",
-      "registry_name",
-      "business_id",
-      "display_name",
-      "business_claim_status",
-      "registry_page_notice",
-      "policy",
-      "sort",
-      "filter",
-      "summary",
-      "reviews",
-      "pagination"
-    ],
-    "type": "object"
-  }
-]

addedOutput schema / properties / data / properties

Added value: +{
+  "business_id": {
+    "type": "string"
+  },
+  "display_name": {
+    "type": "string"
+  },
+  "filter": {
+    "additionalProperties": false,
+    "properties": {
+      "ratings": {
+        "anyOf": [
+          {
+            "items": {
+              "maximum": 5,
+              "minimum": 1,
+              "type": "integer"
+            },
+            "type": "array"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      }
+    },
+    "required": [
+      "ratings"
+    ],
+    "type": "object"
+  },
+  "pagination": {
+    "additionalProperties": false,
+    "properties": {
+      "has_more": {
+        "type": "boolean"
+      },
+      "limit": {
+        "exclusiveMinimum": 0,
+        "maximum": 9007199254740991,
+        "type": "integer"
+      },
+      "next_page": {
+        "anyOf": [
+          {
+            "exclusiveMinimum": 0,
+            "maximum": 9007199254740991,
+            "type": "integer"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "page": {
+        "exclusiveMinimum": 0,
+        "maximum": 9007199254740991,
+        "type": "integer"
+      },
+      "total_count": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      },
+      "total_pages": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      }
+    },
+    "required": [
+      "page",
+      "limit",
+      "total_count",
+      "total_pages",
+      "has_more",
+      "next_page"
+    ],
+    "type": "object"
+  },
+  "policy": {
+    "type": "string"
+  },
+  "registry_name": {
+    "type": "string"
+  },
+  "reviews": {
+    "items": {
+      "oneOf": [
+        {
+          "additionalProperties": false,
+          "properties": {
+            "agent_assisted": {
+              "type": "boolean"
+            },
+            "authoring_mode": {
+              "enum": [
+                "human",
+                "customer_agent"
+              ],
+              "type": "string"
+            },
+            "body": {
+              "type": "string"
+            },
+            "created_at": {
+              "type": "string"
+            },
+            "id": {
+              "type": "string"
+            },
+            "owner_response": {
+              "anyOf": [
+                {
+                  "additionalProperties": false,
+                  "properties": {
+                    "author_label": {
+                      "type": "string"
+                    },
+                    "body": {
+                      "type": "string"
+                    },
+                    "created_at": {
+                      "type": "string"
+                    }
+                  },
+                  "required": [
+                    "body",
+                    "author_label",
+                    "created_at"
+                  ],
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "ranking_weight": {
+              "const": 0,
+              "type": "number"
+            },
+            "rating": {
+              "maximum": 5,
+              "minimum": 1,
+              "type": "integer"
+            },
+            "relationship": {
+              "type": "string"
+            },
+            "reviewer_name": {
+              "type": "string"
+            },
+            "service_date": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "title": {
+              "type": "string"
+            },
+            "verification_label": {
+              "const": "Unverified",
+              "type": "string"
+            }
+          },
+          "required": [
+            "id",
+            "rating",
+            "title",
+            "body",
+            "reviewer_name",
+            "relationship",
+            "service_date",
+            "created_at",
+            "authoring_mode",
+            "agent_assisted",
+            "owner_response",
+            "verification_label",
+            "ranking_weight"
+          ],
+          "type": "object"
+        },
+        {
+          "additionalProperties": false,
+          "properties": {
+            "agent_assisted": {
+              "type": "boolean"
+            },
+            "authoring_mode": {
+              "enum": [
+                "human",
+                "customer_agent"
+              ],
+              "type": "string"
+            },
+            "body": {
+              "type": "string"
+            },
+            "created_at": {
+              "type": "string"
+            },
+            "id": {
+              "type": "string"
+            },
+            "owner_response": {
+              "anyOf": [
+                {
+                  "additionalProperties": false,
+                  "properties": {
+                    "author_label": {
+                      "type": "string"
+                    },
+                    "body": {
+                      "type": "string"
+                    },
+                    "created_at": {
+                      "type": "string"
+                    }
+                  },
+                  "required": [
+                    "body",
+                    "author_label",
+                    "created_at"
+                  ],
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "ranking_weight": {
+              "const": 1,
+              "type": "number"
+            },
+            "rating": {
+              "maximum": 5,
+              "minimum": 1,
+              "type": "integer"
+            },
+            "relationship": {
+              "type": "string"
+            },
+            "reviewer_name": {
+              "type": "string"
+            },
+            "service_date": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "title": {
+              "type": "string"
+            },
+            "verification_label": {
+              "const": "Verified interaction",
+              "type": "string"
+            }
+          },
+          "required": [
+            "id",
+            "rating",
+            "title",
+            "body",
+            "reviewer_name",
+            "relationship",
+            "service_date",
+            "created_at",
+            "authoring_mode",
+            "agent_assisted",
+            "owner_response",
+            "verification_label",
+            "ranking_weight"
+          ],
+          "type": "object"
+        }
+      ]
+    },
+    "type": "array"
+  },
+  "schema_version": {
+    "const": "3.0",
+    "type": "string"
+  },
+  "sort": {
+    "const": "newest_first",
+    "type": "string"
+  },
+  "summary": {
+    "additionalProperties": false,
+    "properties": {
+      "average_rating": {
+        "anyOf": [
+          {
+            "maximum": 5,
+            "minimum": 1,
+            "type": "number"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "counts_truncated": {
+        "type": "boolean"
+      },
+      "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"
+          }
+        ]
+      },
+      "rating_counts": {
+        "additionalProperties": {
+          "maximum": 9007199254740991,
+          "minimum": 0,
+          "type": "integer"
+        },
+        "propertyNames": {
+          "type": "string"
+        },
+        "type": "object"
+      },
+      "review_count": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      },
+      "verified_review_count": {
+        "maximum": 9007199254740991,
+        "minimum": 0,
+        "type": "integer"
+      }
+    },
+    "required": [
+      "average_rating",
+      "review_count",
+      "verified_review_count",
+      "rating_counts",
+      "ranking"
+    ],
+    "type": "object"
+  },
+  "trust_model_version": {
+    "const": "v3",
+    "type": "string"
+  }
+}

addedOutput schema / properties / data / required

Added value: +[
+  "schema_version",
+  "trust_model_version",
+  "registry_name",
+  "business_id",
+  "display_name",
+  "policy",
+  "sort",
+  "filter",
+  "summary",
+  "reviews",
+  "pagination"
+]

addedOutput schema / properties / data / type
```
Added value: +"object"
```

Changed5 schema fields changedAug 1, 2026

removedOutput schema / properties / data / additionalProperties
```
Removed value: -false
```

addedOutput schema / properties / data / anyOf

Added value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "business_id": {
+        "type": "string"
+      },
+      "display_name": {
+        "type": "string"
+      },
+      "filter": {
+        "additionalProperties": false,
+        "properties": {
+          "ratings": {
+            "anyOf": [
+              {
+                "items": {
+                  "maximum": 5,
+                  "minimum": 1,
+                  "type": "integer"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          }
+        },
+        "required": [
+          "ratings"
+        ],
+        "type": "object"
+      },
+      "pagination": {
+        "additionalProperties": false,
+        "properties": {
+          "has_more": {
+            "type": "boolean"
+          },
+          "limit": {
+            "exclusiveMinimum": 0,
+            "maximum": 9007199254740991,
+            "type": "integer"
+          },
+          "next_page": {
+            "anyOf": [
+              {
+                "exclusiveMinimum": 0,
+                "maximum": 9007199254740991,
+                "type": "integer"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "page": {
+            "exclusiveMinimum": 0,
+            "maximum": 9007199254740991,
+            "type": "integer"
+          },
+          "total_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "total_pages": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "page",
+          "limit",
+          "total_count",
+          "total_pages",
+          "has_more",
+          "next_page"
+        ],
+        "type": "object"
+      },
+      "policy": {
+        "type": "string"
+      },
+      "registry_name": {
+        "type": "string"
+      },
+      "reviews": {
+        "items": {
+          "oneOf": [
+            {
+              "additionalProperties": false,
+              "properties": {
+                "agent_assisted": {
+                  "type": "boolean"
+                },
+                "authoring_mode": {
+                  "enum": [
+                    "human",
+                    "customer_agent"
+                  ],
+                  "type": "string"
+                },
+                "body": {
+                  "type": "string"
+                },
+                "created_at": {
+                  "type": "string"
+                },
+                "id": {
+                  "type": "string"
+                },
+                "owner_response": {
+                  "anyOf": [
+                    {
+                      "additionalProperties": false,
+                      "properties": {
+                        "author_label": {
+                          "type": "string"
+                        },
+                        "body": {
+                          "type": "string"
+                        },
+                        "created_at": {
+                          "type": "string"
+                        }
+                      },
+                      "required": [
+                        "body",
+                        "author_label",
+                        "created_at"
+                      ],
+                      "type": "object"
+                    },
+                    {
+                      "type": "null"
+                    }
+                  ]
+                },
+                "ranking_weight": {
+                  "const": 0,
+                  "type": "number"
+                },
+                "rating": {
+                  "maximum": 5,
+                  "minimum": 1,
+                  "type": "integer"
+                },
+                "relationship": {
+                  "type": "string"
+                },
+                "reviewer_name": {
+                  "type": "string"
+                },
+                "service_date": {
+                  "anyOf": [
+                    {
+                      "type": "string"
+                    },
+                    {
+                      "type": "null"
+                    }
+                  ]
+                },
+                "title": {
+                  "type": "string"
+                },
+                "verification_label": {
+                  "const": "Unverified",
+                  "type": "string"
+                }
+              },
+              "required": [
+                "id",
+                "rating",
+                "title",
+                "body",
+                "reviewer_name",
+                "relationship",
+                "service_date",
+                "created_at",
+                "authoring_mode",
+                "agent_assisted",
+                "owner_response",
+                "verification_label",
+                "ranking_weight"
+              ],
+              "type": "object"
+            },
+            {
+              "additionalProperties": false,
+              "properties": {
+                "agent_assisted": {
+                  "type": "boolean"
+                },
+                "authoring_mode": {
+                  "enum": [
+                    "human",
+                    "customer_agent"
+                  ],
+                  "type": "string"
+                },
+                "body": {
+                  "type": "string"
+                },
+                "created_at": {
+                  "type": "string"
+                },
+                "id": {
+                  "type": "string"
+                },
+                "owner_response": {
+                  "anyOf": [
+                    {
+                      "additionalProperties": false,
+                      "properties": {
+                        "author_label": {
+                          "type": "string"
+                        },
+                        "body": {
+                          "type": "string"
+                        },
+                        "created_at": {
+                          "type": "string"
+                        }
+                      },
+                      "required": [
+                        "body",
+                        "author_label",
+                        "created_at"
+                      ],
+                      "type": "object"
+                    },
+                    {
+                      "type": "null"
+                    }
+                  ]
+                },
+                "ranking_weight": {
+                  "const": 1,
+                  "type": "number"
+                },
+                "rating": {
+                  "maximum": 5,
+                  "minimum": 1,
+                  "type": "integer"
+                },
+                "relationship": {
+                  "type": "string"
+                },
+                "reviewer_name": {
+                  "type": "string"
+                },
+                "service_date": {
+                  "anyOf": [
+                    {
+                      "type": "string"
+                    },
+                    {
+                      "type": "null"
+                    }
+                  ]
+                },
+                "title": {
+                  "type": "string"
+                },
+                "verification_label": {
+                  "const": "Verified interaction",
+                  "type": "string"
+                }
+              },
+              "required": [
+                "id",
+                "rating",
+                "title",
+                "body",
+                "reviewer_name",
+                "relationship",
+                "service_date",
+                "created_at",
+                "authoring_mode",
+                "agent_assisted",
+                "owner_response",
+                "verification_label",
+                "ranking_weight"
+              ],
+              "type": "object"
+            }
+          ]
+        },
+        "type": "array"
+      },
+      "schema_version": {
+        "const": "3.0",
+        "type": "string"
+      },
+      "sort": {
+        "const": "newest_first",
+        "type": "string"
+      },
+      "summary": {
+        "additionalProperties": false,
+        "properties": {
+          "average_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "counts_truncated": {
+            "type": "boolean"
+          },
+          "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"
+              }
+            ]
+          },
+          "rating_counts": {
+            "additionalProperties": {
+              "maximum": 9007199254740991,
+              "minimum": 0,
+              "type": "integer"
+            },
+            "propertyNames": {
+              "type": "string"
+            },
+            "type": "object"
+          },
+          "review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "average_rating",
+          "review_count",
+          "verified_review_count",
+          "rating_counts",
+          "ranking"
+        ],
+        "type": "object"
+      },
+      "trust_model_version": {
+        "const": "v3",
+        "type": "string"
+      }
+    },
+    "required": [
+      "schema_version",
+      "trust_model_version",
+      "registry_name",
+      "business_id",
+      "display_name",
+      "policy",
+      "sort",
+      "filter",
+      "summary",
+      "reviews",
+      "pagination"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "business_claim_status": {
+        "enum": [
+          "unclaimed",
+          "owner_submitted",
+          "claimed"
+        ],
+        "type": "string"
+      },
+      "business_id": {
+        "type": "string"
+      },
+      "display_name": {
+        "type": "string"
+      },
+      "filter": {
+        "additionalProperties": false,
+        "properties": {
+          "ratings": {
+            "anyOf": [
+              {
+                "items": {
+                  "maximum": 5,
+                  "minimum": 1,
+                  "type": "integer"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          }
+        },
+        "required": [
+          "ratings"
+        ],
+        "type": "object"
+      },
+      "pagination": {
+        "additionalProperties": false,
+        "properties": {
+          "has_more": {
+            "type": "boolean"
+          },
+          "limit": {
+            "exclusiveMinimum": 0,
+            "maximum": 9007199254740991,
+            "type": "integer"
+          },
+          "next_page": {
+            "anyOf": [
+              {
+                "exclusiveMinimum": 0,
+                "maximum": 9007199254740991,
+                "type": "integer"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "page": {
+            "exclusiveMinimum": 0,
+            "maximum": 9007199254740991,
+            "type": "integer"
+          },
+          "total_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "total_pages": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "page",
+          "limit",
+          "total_count",
+          "total_pages",
+          "has_more",
+          "next_page"
+        ],
+        "type": "object"
+      },
+      "policy": {
+        "type": "string"
+      },
+      "registry_name": {
+        "type": "string"
+      },
+      "registry_page_notice": {
+        "const": "Reviews are displayed on this registry page but carry zero ranking weight and cannot make the business agent-recommendable until it is claimed and published.",
+        "type": "string"
+      },
+      "reviews": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "agent_assisted": {
+              "type": "boolean"
+            },
+            "authoring_mode": {
+              "enum": [
+                "human",
+                "customer_agent"
+              ],
+              "type": "string"
+            },
+            "body": {
+              "type": "string"
+            },
+            "created_at": {
+              "type": "string"
+            },
+            "id": {
+              "type": "string"
+            },
+            "owner_response": {
+              "anyOf": [
+                {
+                  "additionalProperties": false,
+                  "properties": {
+                    "author_label": {
+                      "type": "string"
+                    },
+                    "body": {
+                      "type": "string"
+                    },
+                    "created_at": {
+                      "type": "string"
+                    }
+                  },
+                  "required": [
+                    "body",
+                    "author_label",
+                    "created_at"
+                  ],
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "ranking_weight": {
+              "const": 0,
+              "type": "number"
+            },
+            "rating": {
+              "maximum": 5,
+              "minimum": 1,
+              "type": "integer"
+            },
+            "relationship": {
+              "type": "string"
+            },
+            "reviewer_name": {
+              "type": "string"
+            },
+            "service_date": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "title": {
+              "type": "string"
+            },
+            "verification_label": {
+              "anyOf": [
+                {
+                  "const": "Unverified",
+                  "type": "string"
+                },
+                {
+                  "const": "Verified interaction",
+                  "type": "string"
+                }
+              ]
+            }
+          },
+          "required": [
+            "id",
+            "rating",
+            "title",
+            "body",
+            "reviewer_name",
+            "relationship",
+            "service_date",
+            "created_at",
+            "authoring_mode",
+            "agent_assisted",
+            "owner_response",
+            "verification_label",
+            "ranking_weight"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "schema_version": {
+        "const": "3.0",
+        "type": "string"
+      },
+      "sort": {
+        "const": "newest_first",
+        "type": "string"
+      },
+      "summary": {
+        "additionalProperties": false,
+        "properties": {
+          "average_rating": {
+            "anyOf": [
+              {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          },
+          "counts_truncated": {
+            "type": "boolean"
+          },
+          "ranking": {
+            "additionalProperties": false,
+            "properties": {
+              "basis": {
+                "const": "not_ranked_until_claimed_and_published",
+                "type": "string"
+              },
+              "explanation": {
+                "const": "Reviews are displayed on this registry page but carry zero ranking weight and cannot make the business agent-recommendable until it is claimed and published.",
+                "type": "string"
+              },
+              "half_star_band": {
+                "type": "null"
+              },
+              "status": {
+                "const": "display_only",
+                "type": "string"
+              }
+            },
+            "required": [
+              "status",
+              "basis",
+              "half_star_band",
+              "explanation"
+            ],
+            "type": "object"
+          },
+          "rating_counts": {
+            "additionalProperties": {
+              "maximum": 9007199254740991,
+              "minimum": 0,
+              "type": "integer"
+            },
+            "propertyNames": {
+              "type": "string"
+            },
+            "type": "object"
+          },
+          "review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          },
+          "verified_review_count": {
+            "maximum": 9007199254740991,
+            "minimum": 0,
+            "type": "integer"
+          }
+        },
+        "required": [
+          "average_rating",
+          "review_count",
+          "verified_review_count",
+          "rating_counts",
+          "ranking"
+        ],
+        "type": "object"
+      },
+      "trust_model_version": {
+        "const": "v3",
+        "type": "string"
+      }
+    },
+    "required": [
+      "schema_version",
+      "trust_model_version",
+      "registry_name",
+      "business_id",
+      "display_name",
+      "business_claim_status",
+      "registry_page_notice",
+      "policy",
+      "sort",
+      "filter",
+      "summary",
+      "reviews",
+      "pagination"
+    ],
+    "type": "object"
+  }
+]

removedOutput schema / properties / data / properties

Removed value: -{
-  "business_id": {
-    "type": "string"
-  },
-  "display_name": {
-    "type": "string"
-  },
-  "filter": {
-    "additionalProperties": false,
-    "properties": {
-      "ratings": {
-        "anyOf": [
-          {
-            "items": {
-              "maximum": 5,
-              "minimum": 1,
-              "type": "integer"
-            },
-            "type": "array"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      }
-    },
-    "required": [
-      "ratings"
-    ],
-    "type": "object"
-  },
-  "pagination": {
-    "additionalProperties": false,
-    "properties": {
-      "has_more": {
-        "type": "boolean"
-      },
-      "limit": {
-        "exclusiveMinimum": 0,
-        "maximum": 9007199254740991,
-        "type": "integer"
-      },
-      "next_page": {
-        "anyOf": [
-          {
-            "exclusiveMinimum": 0,
-            "maximum": 9007199254740991,
-            "type": "integer"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "page": {
-        "exclusiveMinimum": 0,
-        "maximum": 9007199254740991,
-        "type": "integer"
-      },
-      "total_count": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "total_pages": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      }
-    },
-    "required": [
-      "page",
-      "limit",
-      "total_count",
-      "total_pages",
-      "has_more",
-      "next_page"
-    ],
-    "type": "object"
-  },
-  "policy": {
-    "type": "string"
-  },
-  "registry_name": {
-    "type": "string"
-  },
-  "reviews": {
-    "items": {
-      "oneOf": [
-        {
-          "additionalProperties": false,
-          "properties": {
-            "agent_assisted": {
-              "type": "boolean"
-            },
-            "authoring_mode": {
-              "enum": [
-                "human",
-                "customer_agent"
-              ],
-              "type": "string"
-            },
-            "body": {
-              "type": "string"
-            },
-            "created_at": {
-              "type": "string"
-            },
-            "id": {
-              "type": "string"
-            },
-            "owner_response": {
-              "anyOf": [
-                {
-                  "additionalProperties": false,
-                  "properties": {
-                    "author_label": {
-                      "type": "string"
-                    },
-                    "body": {
-                      "type": "string"
-                    },
-                    "created_at": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "body",
-                    "author_label",
-                    "created_at"
-                  ],
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "ranking_weight": {
-              "const": 0,
-              "type": "number"
-            },
-            "rating": {
-              "maximum": 5,
-              "minimum": 1,
-              "type": "integer"
-            },
-            "relationship": {
-              "type": "string"
-            },
-            "reviewer_name": {
-              "type": "string"
-            },
-            "service_date": {
-              "anyOf": [
-                {
-                  "type": "string"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "title": {
-              "type": "string"
-            },
-            "verification_label": {
-              "const": "Unverified",
-              "type": "string"
-            }
-          },
-          "required": [
-            "id",
-            "rating",
-            "title",
-            "body",
-            "reviewer_name",
-            "relationship",
-            "service_date",
-            "created_at",
-            "authoring_mode",
-            "agent_assisted",
-            "owner_response",
-            "verification_label",
-            "ranking_weight"
-          ],
-          "type": "object"
-        },
-        {
-          "additionalProperties": false,
-          "properties": {
-            "agent_assisted": {
-              "type": "boolean"
-            },
-            "authoring_mode": {
-              "enum": [
-                "human",
-                "customer_agent"
-              ],
-              "type": "string"
-            },
-            "body": {
-              "type": "string"
-            },
-            "created_at": {
-              "type": "string"
-            },
-            "id": {
-              "type": "string"
-            },
-            "owner_response": {
-              "anyOf": [
-                {
-                  "additionalProperties": false,
-                  "properties": {
-                    "author_label": {
-                      "type": "string"
-                    },
-                    "body": {
-                      "type": "string"
-                    },
-                    "created_at": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "body",
-                    "author_label",
-                    "created_at"
-                  ],
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "ranking_weight": {
-              "const": 1,
-              "type": "number"
-            },
-            "rating": {
-              "maximum": 5,
-              "minimum": 1,
-              "type": "integer"
-            },
-            "relationship": {
-              "type": "string"
-            },
-            "reviewer_name": {
-              "type": "string"
-            },
-            "service_date": {
-              "anyOf": [
-                {
-                  "type": "string"
-                },
-                {
-                  "type": "null"
-                }
-              ]
-            },
-            "title": {
-              "type": "string"
-            },
-            "verification_label": {
-              "const": "Verified interaction",
-              "type": "string"
-            }
-          },
-          "required": [
-            "id",
-            "rating",
-            "title",
-            "body",
-            "reviewer_name",
-            "relationship",
-            "service_date",
-            "created_at",
-            "authoring_mode",
-            "agent_assisted",
-            "owner_response",
-            "verification_label",
-            "ranking_weight"
-          ],
-          "type": "object"
-        }
-      ]
-    },
-    "type": "array"
-  },
-  "schema_version": {
-    "const": "3.0",
-    "type": "string"
-  },
-  "sort": {
-    "const": "newest_first",
-    "type": "string"
-  },
-  "summary": {
-    "additionalProperties": false,
-    "properties": {
-      "average_rating": {
-        "anyOf": [
-          {
-            "maximum": 5,
-            "minimum": 1,
-            "type": "number"
-          },
-          {
-            "type": "null"
-          }
-        ]
-      },
-      "counts_truncated": {
-        "type": "boolean"
-      },
-      "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"
-          }
-        ]
-      },
-      "rating_counts": {
-        "additionalProperties": {
-          "maximum": 9007199254740991,
-          "minimum": 0,
-          "type": "integer"
-        },
-        "propertyNames": {
-          "type": "string"
-        },
-        "type": "object"
-      },
-      "review_count": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      },
-      "verified_review_count": {
-        "maximum": 9007199254740991,
-        "minimum": 0,
-        "type": "integer"
-      }
-    },
-    "required": [
-      "average_rating",
-      "review_count",
-      "verified_review_count",
-      "rating_counts",
-      "ranking"
-    ],
-    "type": "object"
-  },
-  "trust_model_version": {
-    "const": "v3",
-    "type": "string"
-  }
-}

removedOutput schema / properties / data / required

Removed value: -[
-  "schema_version",
-  "trust_model_version",
-  "registry_name",
-  "business_id",
-  "display_name",
-  "policy",
-  "sort",
-  "filter",
-  "summary",
-  "reviews",
-  "pagination"
-]

removedOutput schema / properties / data / type
```
Removed value: -"object"
```

Changed16 schema fields changedJul 18, 2026

changedOutput schema / properties / data / additionalProperties
```
Previous value: -{}New value: +false
```
removedOutput schema / properties / data / properties / reviews / items / additionalProperties
```
Removed value: -{}
```

addedOutput schema / properties / data / properties / reviews / items / oneOf

Added value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "agent_assisted": {
+        "type": "boolean"
+      },
+      "authoring_mode": {
+        "enum": [
+          "human",
+          "customer_agent"
+        ],
+        "type": "string"
+      },
+      "body": {
+        "type": "string"
+      },
+      "created_at": {
+        "type": "string"
+      },
+      "id": {
+        "type": "string"
+      },
+      "owner_response": {
+        "anyOf": [
+          {
+            "additionalProperties": false,
+            "properties": {
+              "author_label": {
+                "type": "string"
+              },
+              "body": {
+                "type": "string"
+              },
+              "created_at": {
+                "type": "string"
+              }
+            },
+            "required": [
+              "body",
+              "author_label",
+              "created_at"
+            ],
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "ranking_weight": {
+        "const": 0,
+        "type": "number"
+      },
+      "rating": {
+        "maximum": 5,
+        "minimum": 1,
+        "type": "integer"
+      },
+      "relationship": {
+        "type": "string"
+      },
+      "reviewer_name": {
+        "type": "string"
+      },
+      "service_date": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "title": {
+        "type": "string"
+      },
+      "verification_label": {
+        "const": "Unverified",
+        "type": "string"
+      }
+    },
+    "required": [
+      "id",
+      "rating",
+      "title",
+      "body",
+      "reviewer_name",
+      "relationship",
+      "service_date",
+      "created_at",
+      "authoring_mode",
+      "agent_assisted",
+      "owner_response",
+      "verification_label",
+      "ranking_weight"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "agent_assisted": {
+        "type": "boolean"
+      },
+      "authoring_mode": {
+        "enum": [
+          "human",
+          "customer_agent"
+        ],
+        "type": "string"
+      },
+      "body": {
+        "type": "string"
+      },
+      "created_at": {
+        "type": "string"
+      },
+      "id": {
+        "type": "string"
+      },
+      "owner_response": {
+        "anyOf": [
+          {
+            "additionalProperties": false,
+            "properties": {
+              "author_label": {
+                "type": "string"
+              },
+              "body": {
+                "type": "string"
+              },
+              "created_at": {
+                "type": "string"
+              }
+            },
+            "required": [
+              "body",
+              "author_label",
+              "created_at"
+            ],
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "ranking_weight": {
+        "const": 1,
+        "type": "number"
+      },
+      "rating": {
+        "maximum": 5,
+        "minimum": 1,
+        "type": "integer"
+      },
+      "relationship": {
+        "type": "string"
+      },
+      "reviewer_name": {
+        "type": "string"
+      },
+      "service_date": {
+        "anyOf": [
+          {
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ]
+      },
+      "title": {
+        "type": "string"
+      },
+      "verification_label": {
+        "const": "Verified interaction",
+        "type": "string"
+      }
+    },
+    "required": [
+      "id",
+      "rating",
+      "title",
+      "body",
+      "reviewer_name",
+      "relationship",
+      "service_date",
+      "created_at",
+      "authoring_mode",
+      "agent_assisted",
+      "owner_response",
+      "verification_label",
+      "ranking_weight"
+    ],
+    "type": "object"
+  }
+]

removedOutput schema / properties / data / properties / reviews / items / properties

Removed value: -{
-  "agent_assisted": {
-    "type": "boolean"
-  },
-  "authoring_mode": {
-    "enum": [
-      "human",
-      "customer_agent"
-    ],
-    "type": "string"
-  },
-  "body": {
-    "type": "string"
-  },
-  "created_at": {
-    "type": "string"
-  },
-  "id": {
-    "type": "string"
-  },
-  "owner_response": {
-    "anyOf": [
-      {
-        "additionalProperties": false,
-        "properties": {
-          "author_label": {
-            "type": "string"
-          },
-          "body": {
-            "type": "string"
-          },
-          "created_at": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "body",
-          "author_label",
-          "created_at"
-        ],
-        "type": "object"
-      },
-      {
-        "type": "null"
-      }
-    ]
-  },
-  "platform_verified": {
-    "type": "boolean"
-  },
-  "rating": {
-    "maximum": 5,
-    "minimum": 1,
-    "type": "integer"
-  },
-  "relationship": {
-    "type": "string"
-  },
-  "reviewer_name": {
-    "type": "string"
-  },
-  "service_date": {
-    "anyOf": [
-      {
-        "type": "string"
-      },
-      {
-        "type": "null"
-      }
-    ]
-  },
-  "source": {
-    "type": "string"
-  },
-  "title": {
-    "type": "string"
-  },
-  "verification_status": {
-    "type": "string"
-  },
-  "weight_class": {
-    "type": "string"
-  }
-}

removedOutput schema / properties / data / properties / reviews / items / required

Removed value: -[
-  "id",
-  "rating",
-  "title",
-  "body",
-  "reviewer_name",
-  "relationship",
-  "service_date",
-  "created_at",
-  "source",
-  "weight_class",
-  "platform_verified",
-  "verification_status",
-  "authoring_mode",
-  "agent_assisted",
-  "owner_response"
-]

removedOutput schema / properties / data / properties / reviews / items / type
```
Removed value: -"object"
```
addedOutput schema / properties / data / properties / schema_version / const
```
Added value: +"3.0"
```
changedOutput schema / properties / data / properties / summary / additionalProperties
```
Previous value: -{}New value: +false
```

changedOutput schema / properties / data / properties / summary / properties / average_rating / anyOf

Previous value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "maximum": 5,
+    "minimum": 1,
+    "type": "number"
+  },
+  {
+    "type": "null"
+  }
+]

addedOutput schema / properties / data / properties / summary / properties / ranking

Added value: +{
+  "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"
+    }
+  ]
+}

removedOutput schema / properties / data / properties / summary / properties / verified_interaction_count
```
Removed value: -{
-  "maximum": 9007199254740991,
-  "minimum": 0,
-  "type": "integer"
-}
```
addedOutput schema / properties / data / properties / summary / properties / verified_review_count
```
Added value: +{
+  "maximum": 9007199254740991,
+  "minimum": 0,
+  "type": "integer"
+}
```

changedOutput schema / properties / data / properties / summary / required

Previous value: -[
-  "average_rating",
-  "review_count",
-  "verified_interaction_count",
-  "rating_counts"
-]New value: +[
+  "average_rating",
+  "review_count",
+  "verified_review_count",
+  "rating_counts",
+  "ranking"
+]

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",
-  "business_id",
-  "display_name",
-  "policy",
-  "sort",
-  "filter",
-  "summary",
-  "reviews",
-  "pagination"
-]New value: +[
+  "schema_version",
+  "trust_model_version",
+  "registry_name",
+  "business_id",
+  "display_name",
+  "policy",
+  "sort",
+  "filter",
+  "summary",
+  "reviews",
+  "pagination"
+]

changedOutput schema / properties / error / additionalProperties
```
Previous value: -{}New value: +false
```

Changed3 schema fields changedJul 12, 2026

addedOutput schema / properties / data / properties / reviews / items / properties / agent_assisted
```
Added value: +{
+  "type": "boolean"
+}
```
addedOutput schema / properties / data / properties / reviews / items / properties / authoring_mode
```
Added value: +{
+  "enum": [
+    "human",
+    "customer_agent"
+  ],
+  "type": "string"
+}
```

changedOutput schema / properties / data / properties / reviews / items / required

Previous value: -[
-  "id",
-  "rating",
-  "title",
-  "body",
-  "reviewer_name",
-  "relationship",
-  "service_date",
-  "created_at",
-  "source",
-  "weight_class",
-  "platform_verified",
-  "verification_status",
-  "owner_response"
-]New value: +[
+  "id",
+  "rating",
+  "title",
+  "body",
+  "reviewer_name",
+  "relationship",
+  "service_date",
+  "created_at",
+  "source",
+  "weight_class",
+  "platform_verified",
+  "verification_status",
+  "authoring_mode",
+  "agent_assisted",
+  "owner_response"
+]

Changed1 schema field changedJul 10, 2026

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": {
+        "business_id": {
+          "type": "string"
+        },
+        "display_name": {
+          "type": "string"
+        },
+        "filter": {
+          "additionalProperties": false,
+          "properties": {
+            "ratings": {
+              "anyOf": [
+                {
+                  "items": {
+                    "maximum": 5,
+                    "minimum": 1,
+                    "type": "integer"
+                  },
+                  "type": "array"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            }
+          },
+          "required": [
+            "ratings"
+          ],
+          "type": "object"
+        },
+        "pagination": {
+          "additionalProperties": false,
+          "properties": {
+            "has_more": {
+              "type": "boolean"
+            },
+            "limit": {
+              "exclusiveMinimum": 0,
+              "maximum": 9007199254740991,
+              "type": "integer"
+            },
+            "next_page": {
+              "anyOf": [
+                {
+                  "exclusiveMinimum": 0,
+                  "maximum": 9007199254740991,
+                  "type": "integer"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "page": {
+              "exclusiveMinimum": 0,
+              "maximum": 9007199254740991,
+              "type": "integer"
+            },
+            "total_count": {
+              "maximum": 9007199254740991,
+              "minimum": 0,
+              "type": "integer"
+            },
+            "total_pages": {
+              "maximum": 9007199254740991,
+              "minimum": 0,
+              "type": "integer"
+            }
+          },
+          "required": [
+            "page",
+            "limit",
+            "total_count",
+            "total_pages",
+            "has_more",
+            "next_page"
+          ],
+          "type": "object"
+        },
+        "policy": {
+          "type": "string"
+        },
+        "registry_name": {
+          "type": "string"
+        },
+        "reviews": {
+          "items": {
+            "additionalProperties": {},
+            "properties": {
+              "body": {
+                "type": "string"
+              },
+              "created_at": {
+                "type": "string"
+              },
+              "id": {
+                "type": "string"
+              },
+              "owner_response": {
+                "anyOf": [
+                  {
+                    "additionalProperties": false,
+                    "properties": {
+                      "author_label": {
+                        "type": "string"
+                      },
+                      "body": {
+                        "type": "string"
+                      },
+                      "created_at": {
+                        "type": "string"
+                      }
+                    },
+                    "required": [
+                      "body",
+                      "author_label",
+                      "created_at"
+                    ],
+                    "type": "object"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "platform_verified": {
+                "type": "boolean"
+              },
+              "rating": {
+                "maximum": 5,
+                "minimum": 1,
+                "type": "integer"
+              },
+              "relationship": {
+                "type": "string"
+              },
+              "reviewer_name": {
+                "type": "string"
+              },
+              "service_date": {
+                "anyOf": [
+                  {
+                    "type": "string"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ]
+              },
+              "source": {
+                "type": "string"
+              },
+              "title": {
+                "type": "string"
+              },
+              "verification_status": {
+                "type": "string"
+              },
+              "weight_class": {
+                "type": "string"
+              }
+            },
+            "required": [
+              "id",
+              "rating",
+              "title",
+              "body",
+              "reviewer_name",
+              "relationship",
+              "service_date",
+              "created_at",
+              "source",
+              "weight_class",
+              "platform_verified",
+              "verification_status",
+              "owner_response"
+            ],
+            "type": "object"
+          },
+          "type": "array"
+        },
+        "schema_version": {
+          "type": "string"
+        },
+        "sort": {
+          "const": "newest_first",
+          "type": "string"
+        },
+        "summary": {
+          "additionalProperties": {},
+          "properties": {
+            "average_rating": {
+              "anyOf": [
+                {
+                  "type": "number"
+                },
+                {
+                  "type": "null"
+                }
+              ]
+            },
+            "counts_truncated": {
+              "type": "boolean"
+            },
+            "rating_counts": {
+              "additionalProperties": {
+                "maximum": 9007199254740991,
+                "minimum": 0,
+                "type": "integer"
+              },
+              "propertyNames": {
+                "type": "string"
+              },
+              "type": "object"
+            },
+            "review_count": {
+              "maximum": 9007199254740991,
+              "minimum": 0,
+              "type": "integer"
+            },
+            "verified_interaction_count": {
+              "maximum": 9007199254740991,
+              "minimum": 0,
+              "type": "integer"
+            }
+          },
+          "required": [
+            "average_rating",
+            "review_count",
+            "verified_interaction_count",
+            "rating_counts"
+          ],
+          "type": "object"
+        }
+      },
+      "required": [
+        "schema_version",
+        "registry_name",
+        "business_id",
+        "display_name",
+        "policy",
+        "sort",
+        "filter",
+        "summary",
+        "reviews",
+        "pagination"
+      ],
+      "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"
+}

First observedJul 7, 2026

TDQS

A4.3/5.0

Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, and the description reinforces this with 'changes nothing.' It adds meaningful behavior beyond annotations by noting reviewer identity is masked and reviewer/interaction labels are preserved, which is useful context for the agent.

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 a single focused sentence that front-loads the primary usage condition and then lists key capabilities with no wasted words. Every phrase earns its place.

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?

With full parameter documentation, an output schema, and read-only annotations, the description provides the remaining context an agent needs: singular business scope, pagination support, rating filtering, and privacy behavior. Nothing important is missing for correct invocation.

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?

Schema description coverage is 100%, so the schema already documents all four parameters well. The description adds only general context like pagination and star-rating filters, which are already reflected in the page, limit, and ratings parameters; it does not add significant semantic value beyond the schema.

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 names a specific verb and resource: getting public customer reviews for one Loppee business id. This clearly distinguishes the tool from siblings like lookup_business or compare_businesses, which target different operations.

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 gives an explicit trigger condition: use when the user wants public customer reviews for one Loppee business id. It does not explicitly name alternatives or exclusions, but the singular-business framing helps the agent route away from comparison or lookup siblings.

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

All Loppee tools Inspect

Try in Browser

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

Glama MCP Gateway

Add one secure layer between your agents and this server.

Get Business Reviews (paginated)

Input Schema

Output Schema

Schema Changelog

TDQS

Glama MCP Gateway

Resources