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by com.use-mark.app
OverviewDiscussionsAdmin

Get Buyer Question Answers

get_buyer_question_answers
Read-onlyIdempotent

One buyer question's stored AI answers for one market and week: its answer pages (website posts linked to the question, whether each is live, and which engines cited it that week), per engine (ChatGPT, Gemini, AI Overview, AI Mode, Claude, Perplexity; Claude and Perplexity are asked through their APIs with web search on, not the consumer apps, so answers can differ from the apps) the answer text, whether it cited or named you (youNamed: your current business name in the text), which tracked competitors it named or cited (the names the app highlights in the answer), and the cited pages marked yours or a competitor's with their stored titles, plus each engine's baseline (its first answered check in this market). Also lists the weeks you can pick. Reads stored weekly checks only. Related: compare_buyer_question_answers, get_ai_visibility, get_competitor_ai_detail, save_wrong_answer.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "question": "<question>"
    },
    "name": "get_buyer_question_answers"
  }
}

Input Schema

NameRequiredDescriptionDefault
marketNoActive market id or exact name. Defaults to the market Performance > AI answers shows.
weekKeyNoISO week from weeks, like 2026-W40. Defaults to the newest.
questionYesActive buyer question id, or its exact text (case and outer spaces ignored).

Output Schema

NameRequiredDescriptionDefault
foundYes
appUrlYes
reasonYes
answersYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedOutput schema / properties / answers / anyOf
      Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "answerPages": {
-        "description": "Website posts linked to this question with save_post buyerQuestionIds; archived posts excluded.",
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "citedBy": {
-              "description": "Engines whose completed check this week cited the page.",
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "label": {
-              "description": "The post's title, else its first line.",
-              "type": "string"
-            },
-            "live": {
-              "description": "Published with a live URL. Only a live page can be cited.",
-              "type": "boolean"
-            },
-            "notCitedBy": {
-              "description": "Engines whose completed check this week did not cite it. An engine with no completed check is in neither list.",
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "postId": {
-              "type": "string"
-            },
-            "status": {
-              "type": "string"
-            },
-            "url": {
-              "description": "The live URL; null until published.",
-              "type": [
-                "string",
-                "null"
-              ]
-            }
-          },
-          "required": [
-            "postId",
-            "label",
-            "status",
-            "url",
-            "live",
-            "citedBy",
-            "notCitedBy"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "engines": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "answerText": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "baseline": {
-              "anyOf": [
-                {
-                  "additionalProperties": false,
-                  "properties": {
-                    "checkedAt": {
-                      "type": "string"
-                    },
-                    "state": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "state",
-                    "checkedAt"
-                  ],
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ],
-              "description": "The first answered check for this question and engine in this market (cited, mentioned or not_mentioned, and when); null when none."
-            },
-            "checkedAt": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "citedPages": {
-              "items": {
-                "additionalProperties": false,
-                "properties": {
-                  "answerPage": {
-                    "description": "The live URL of a post linked to this question.",
-                    "type": "boolean"
-                  },
-                  "competitor": {
-                    "type": [
-                      "string",
-                      "null"
-                    ]
-                  },
-                  "title": {
-                    "description": "The page title the engine returned with the answer; null when it gave none. Pages are never fetched for it.",
-                    "type": [
-                      "string",
-                      "null"
-                    ]
-                  },
-                  "url": {
-                    "type": "string"
-                  },
-                  "yours": {
-                    "type": "boolean"
-                  }
-                },
-                "required": [
-                  "url",
-                  "yours",
-                  "answerPage",
-                  "competitor",
-                  "title"
-                ],
-                "type": "object"
-              },
-              "type": "array"
-            },
-            "competitors": {
-              "description": "Active tracked competitors the answer named or cited.",
-              "items": {
-                "additionalProperties": false,
-                "properties": {
-                  "cited": {
-                    "type": "boolean"
-                  },
-                  "name": {
-                    "type": "string"
-                  },
-                  "named": {
-                    "type": "boolean"
-                  }
-                },
-                "required": [
-                  "name",
-                  "named",
-                  "cited"
-                ],
-                "type": "object"
-              },
-              "type": "array"
-            },
-            "failedAt": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "failedReason": {
-              "description": "Why the check failed, as recorded; null unless failed.",
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "platform": {
-              "type": "string"
-            },
-            "state": {
-              "description": "cited, mentioned or not_mentioned are answers about you. no_answer, unknown, failed, not_set_up and no_data are not, and never mean not mentioned.",
-              "type": "string"
-            },
-            "youNamed": {
-              "description": "Whether the answer names your current business name or an alias, the rule the app highlights with; null with no answer text or no business name. state uses the name at check time, so the two can differ after a rename.",
-              "type": [
-                "boolean",
-                "null"
-              ]
-            }
-          },
-          "required": [
-            "platform",
-            "state",
-            "failedAt",
-            "failedReason",
-            "checkedAt",
-            "baseline",
-            "answerText",
-            "youNamed",
-            "competitors",
-            "citedPages"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "market": {
-        "additionalProperties": false,
-        "properties": {
-          "id": {
-            "type": "string"
-          },
-          "name": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "id",
-          "name"
-        ],
-        "type": "object"
-      },
-      "question": {
-        "additionalProperties": false,
-        "properties": {
-          "id": {
-            "type": "string"
-          },
-          "question": {
-            "type": "string"
-          },
-          "topic": {
-            "description": "The question's topic, if set.",
-            "type": [
-              "string",
-              "null"
-            ]
-          }
-        },
-        "required": [
-          "id",
-          "question",
-          "topic"
-        ],
-        "type": "object"
-      },
-      "weekKey": {
-        "description": "The ISO week shown; null when no finished check asked it yet.",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "weeks": {
-        "description": "Finished weekly checks that asked this question, newest first.",
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "weekKey": {
-              "type": "string"
-            },
-            "weekOf": {
-              "type": "string"
-            }
-          },
-          "required": [
-            "weekKey",
-            "weekOf"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      }
-    },
-    "required": [
-      "question",
-      "market",
-      "answerPages",
-      "weekKey",
-      "weeks",
-      "engines"
-    ],
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "answerPages": {
+        "description": "Website posts linked to this question with save_post buyerQuestionIds; archived posts excluded.",
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "citedBy": {
+              "description": "Engines whose completed check this week cited the page.",
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            },
+            "label": {
+              "description": "The post's title, else its first line.",
+              "type": "string"
+            },
+            "live": {
+              "description": "Published with a live URL. Only a live page can be cited.",
+              "type": "boolean"
+            },
+            "notCitedBy": {
+              "description": "Engines whose completed check this week did not cite it. An engine with no completed check is in neither list.",
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            },
+            "postId": {
+              "type": "string"
+            },
+            "status": {
+              "type": "string"
+            },
+            "url": {
+              "description": "The live URL; null until published.",
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "required": [
+            "postId",
+            "label",
+            "status",
+            "url",
+            "live",
+            "citedBy",
+            "notCitedBy"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "engines": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "answerText": {
+              "description": "The engine's answer as markdown, its tables, headings and lists kept; citation chips, images and [n] footnote markers are left out, as they are for matching. Null with no answer.",
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "baseline": {
+              "anyOf": [
+                {
+                  "additionalProperties": false,
+                  "properties": {
+                    "checkedAt": {
+                      "type": "string"
+                    },
+                    "state": {
+                      "type": "string"
+                    }
+                  },
+                  "required": [
+                    "state",
+                    "checkedAt"
+                  ],
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "The first answered check for this question and engine in this market (cited, mentioned or not_mentioned, and when); null when none."
+            },
+            "checkedAt": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "citedPages": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "answerPage": {
+                    "description": "The live URL of a post linked to this question.",
+                    "type": "boolean"
+                  },
+                  "competitor": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "title": {
+                    "description": "The page title the engine returned with the answer; null when it gave none. Pages are never fetched for it.",
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "url": {
+                    "type": "string"
+                  },
+                  "yours": {
+                    "type": "boolean"
+                  }
+                },
+                "required": [
+                  "url",
+                  "yours",
+                  "answerPage",
+                  "competitor",
+                  "title"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "competitors": {
+              "description": "Active tracked competitors the answer named or cited.",
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "cited": {
+                    "type": "boolean"
+                  },
+                  "name": {
+                    "type": "string"
+                  },
+                  "named": {
+                    "type": "boolean"
+                  }
+                },
+                "required": [
+                  "name",
+                  "named",
+                  "cited"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "failedAt": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "failedReason": {
+              "description": "Why the check failed, as recorded; null unless failed.",
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "platform": {
+              "type": "string"
+            },
+            "state": {
+              "description": "cited, mentioned or not_mentioned are answers about you. no_answer, unknown, failed, not_set_up and no_data are not, and never mean not mentioned.",
+              "type": "string"
+            },
+            "youNamed": {
+              "description": "Whether the answer names your current business name or an alias, the rule the app highlights with; null with no answer text or no business name. state uses the name at check time, so the two can differ after a rename.",
+              "type": [
+                "boolean",
+                "null"
+              ]
+            }
+          },
+          "required": [
+            "platform",
+            "state",
+            "failedAt",
+            "failedReason",
+            "checkedAt",
+            "baseline",
+            "answerText",
+            "youNamed",
+            "competitors",
+            "citedPages"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "market": {
+        "additionalProperties": false,
+        "properties": {
+          "id": {
+            "type": "string"
+          },
+          "name": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "id",
+          "name"
+        ],
+        "type": "object"
+      },
+      "question": {
+        "additionalProperties": false,
+        "properties": {
+          "id": {
+            "type": "string"
+          },
+          "question": {
+            "type": "string"
+          },
+          "topic": {
+            "description": "The question's topic, if set.",
+            "type": [
+              "string",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "id",
+          "question",
+          "topic"
+        ],
+        "type": "object"
+      },
+      "weekKey": {
+        "description": "The ISO week shown; null when no finished check asked it yet.",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "weeks": {
+        "description": "Finished weekly checks that asked this question, newest first.",
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "weekKey": {
+              "type": "string"
+            },
+            "weekOf": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "weekKey",
+            "weekOf"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      }
+    },
+    "required": [
+      "question",
+      "market",
+      "answerPages",
+      "weekKey",
+      "weeks",
+      "engines"
+    ],
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
  2. Changed1 schema field changed
    • changedOutput schema / properties / answers / anyOf
      Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "answerPages": {
-        "description": "Website posts linked to this question with save_post buyerQuestionIds; archived posts excluded.",
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "citedBy": {
-              "description": "Engines whose completed check this week cited the page.",
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "label": {
-              "description": "The post's title, else its first line.",
-              "type": "string"
-            },
-            "live": {
-              "description": "Published with a live URL. Only a live page can be cited.",
-              "type": "boolean"
-            },
-            "notCitedBy": {
-              "description": "Engines whose completed check this week did not cite it. An engine with no completed check is in neither list.",
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "postId": {
-              "type": "string"
-            },
-            "status": {
-              "type": "string"
-            },
-            "url": {
-              "description": "The live URL; null until published.",
-              "type": [
-                "string",
-                "null"
-              ]
-            }
-          },
-          "required": [
-            "postId",
-            "label",
-            "status",
-            "url",
-            "live",
-            "citedBy",
-            "notCitedBy"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "engines": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "answerText": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "baseline": {
-              "anyOf": [
-                {
-                  "additionalProperties": false,
-                  "properties": {
-                    "checkedAt": {
-                      "type": "string"
-                    },
-                    "state": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "state",
-                    "checkedAt"
-                  ],
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ],
-              "description": "The first answered check for this question and engine in this market (cited, mentioned or not_mentioned, and when); null when none."
-            },
-            "checkedAt": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "citedPages": {
-              "items": {
-                "additionalProperties": false,
-                "properties": {
-                  "answerPage": {
-                    "description": "The live URL of a post linked to this question.",
-                    "type": "boolean"
-                  },
-                  "competitor": {
-                    "type": [
-                      "string",
-                      "null"
-                    ]
-                  },
-                  "url": {
-                    "type": "string"
-                  },
-                  "yours": {
-                    "type": "boolean"
-                  }
-                },
-                "required": [
-                  "url",
-                  "yours",
-                  "answerPage",
-                  "competitor"
-                ],
-                "type": "object"
-              },
-              "type": "array"
-            },
-            "competitors": {
-              "description": "Active tracked competitors the answer named or cited.",
-              "items": {
-                "additionalProperties": false,
-                "properties": {
-                  "cited": {
-                    "type": "boolean"
-                  },
-                  "name": {
-                    "type": "string"
-                  },
-                  "named": {
-                    "type": "boolean"
-                  }
-                },
-                "required": [
-                  "name",
-                  "named",
-                  "cited"
-                ],
-                "type": "object"
-              },
-              "type": "array"
-            },
-            "failedAt": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "failedReason": {
-              "description": "Why the check failed, as recorded; null unless failed.",
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "platform": {
-              "type": "string"
-            },
-            "state": {
-              "description": "cited, mentioned or not_mentioned are answers about you. no_answer, unknown, failed, not_set_up and no_data are not, and never mean not mentioned.",
-              "type": "string"
-            }
-          },
-          "required": [
-            "platform",
-            "state",
-            "failedAt",
-            "failedReason",
-            "checkedAt",
-            "baseline",
-            "answerText",
-            "competitors",
-            "citedPages"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "market": {
-        "additionalProperties": false,
-        "properties": {
-          "id": {
-            "type": "string"
-          },
-          "name": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "id",
-          "name"
-        ],
-        "type": "object"
-      },
-      "question": {
-        "additionalProperties": false,
-        "properties": {
-          "id": {
-            "type": "string"
-          },
-          "question": {
-            "type": "string"
-          },
-          "topic": {
-            "description": "The question's topic, if set.",
-            "type": [
-              "string",
-              "null"
-            ]
-          }
-        },
-        "required": [
-          "id",
-          "question",
-          "topic"
-        ],
-        "type": "object"
-      },
-      "weekKey": {
-        "description": "The ISO week shown; null when no finished check asked it yet.",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "weeks": {
-        "description": "Finished weekly checks that asked this question, newest first.",
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "weekKey": {
-              "type": "string"
-            },
-            "weekOf": {
-              "type": "string"
-            }
-          },
-          "required": [
-            "weekKey",
-            "weekOf"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      }
-    },
-    "required": [
-      "question",
-      "market",
-      "answerPages",
-      "weekKey",
-      "weeks",
-      "engines"
-    ],
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "answerPages": {
+        "description": "Website posts linked to this question with save_post buyerQuestionIds; archived posts excluded.",
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "citedBy": {
+              "description": "Engines whose completed check this week cited the page.",
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            },
+            "label": {
+              "description": "The post's title, else its first line.",
+              "type": "string"
+            },
+            "live": {
+              "description": "Published with a live URL. Only a live page can be cited.",
+              "type": "boolean"
+            },
+            "notCitedBy": {
+              "description": "Engines whose completed check this week did not cite it. An engine with no completed check is in neither list.",
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            },
+            "postId": {
+              "type": "string"
+            },
+            "status": {
+              "type": "string"
+            },
+            "url": {
+              "description": "The live URL; null until published.",
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "required": [
+            "postId",
+            "label",
+            "status",
+            "url",
+            "live",
+            "citedBy",
+            "notCitedBy"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "engines": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "answerText": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "baseline": {
+              "anyOf": [
+                {
+                  "additionalProperties": false,
+                  "properties": {
+                    "checkedAt": {
+                      "type": "string"
+                    },
+                    "state": {
+                      "type": "string"
+                    }
+                  },
+                  "required": [
+                    "state",
+                    "checkedAt"
+                  ],
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "The first answered check for this question and engine in this market (cited, mentioned or not_mentioned, and when); null when none."
+            },
+            "checkedAt": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "citedPages": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "answerPage": {
+                    "description": "The live URL of a post linked to this question.",
+                    "type": "boolean"
+                  },
+                  "competitor": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "title": {
+                    "description": "The page title the engine returned with the answer; null when it gave none. Pages are never fetched for it.",
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "url": {
+                    "type": "string"
+                  },
+                  "yours": {
+                    "type": "boolean"
+                  }
+                },
+                "required": [
+                  "url",
+                  "yours",
+                  "answerPage",
+                  "competitor",
+                  "title"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "competitors": {
+              "description": "Active tracked competitors the answer named or cited.",
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "cited": {
+                    "type": "boolean"
+                  },
+                  "name": {
+                    "type": "string"
+                  },
+                  "named": {
+                    "type": "boolean"
+                  }
+                },
+                "required": [
+                  "name",
+                  "named",
+                  "cited"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "failedAt": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "failedReason": {
+              "description": "Why the check failed, as recorded; null unless failed.",
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "platform": {
+              "type": "string"
+            },
+            "state": {
+              "description": "cited, mentioned or not_mentioned are answers about you. no_answer, unknown, failed, not_set_up and no_data are not, and never mean not mentioned.",
+              "type": "string"
+            },
+            "youNamed": {
+              "description": "Whether the answer names your current business name or an alias, the rule the app highlights with; null with no answer text or no business name. state uses the name at check time, so the two can differ after a rename.",
+              "type": [
+                "boolean",
+                "null"
+              ]
+            }
+          },
+          "required": [
+            "platform",
+            "state",
+            "failedAt",
+            "failedReason",
+            "checkedAt",
+            "baseline",
+            "answerText",
+            "youNamed",
+            "competitors",
+            "citedPages"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "market": {
+        "additionalProperties": false,
+        "properties": {
+          "id": {
+            "type": "string"
+          },
+          "name": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "id",
+          "name"
+        ],
+        "type": "object"
+      },
+      "question": {
+        "additionalProperties": false,
+        "properties": {
+          "id": {
+            "type": "string"
+          },
+          "question": {
+            "type": "string"
+          },
+          "topic": {
+            "description": "The question's topic, if set.",
+            "type": [
+              "string",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "id",
+          "question",
+          "topic"
+        ],
+        "type": "object"
+      },
+      "weekKey": {
+        "description": "The ISO week shown; null when no finished check asked it yet.",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "weeks": {
+        "description": "Finished weekly checks that asked this question, newest first.",
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "weekKey": {
+              "type": "string"
+            },
+            "weekOf": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "weekKey",
+            "weekOf"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      }
+    },
+    "required": [
+      "question",
+      "market",
+      "answerPages",
+      "weekKey",
+      "weeks",
+      "engines"
+    ],
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
  3. Changed1 schema field changed
    • changedOutput schema / properties / answers / anyOf
      Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "engines": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "answerText": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "baseline": {
-              "anyOf": [
-                {
-                  "additionalProperties": false,
-                  "properties": {
-                    "checkedAt": {
-                      "type": "string"
-                    },
-                    "state": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "state",
-                    "checkedAt"
-                  ],
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ],
-              "description": "The first answered check for this question and engine in this market (cited, mentioned or not_mentioned, and when); null when none."
-            },
-            "checkedAt": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "citedPages": {
-              "items": {
-                "additionalProperties": false,
-                "properties": {
-                  "competitor": {
-                    "type": [
-                      "string",
-                      "null"
-                    ]
-                  },
-                  "url": {
-                    "type": "string"
-                  },
-                  "yours": {
-                    "type": "boolean"
-                  }
-                },
-                "required": [
-                  "url",
-                  "yours",
-                  "competitor"
-                ],
-                "type": "object"
-              },
-              "type": "array"
-            },
-            "competitors": {
-              "description": "Active tracked competitors the answer named or cited.",
-              "items": {
-                "additionalProperties": false,
-                "properties": {
-                  "cited": {
-                    "type": "boolean"
-                  },
-                  "name": {
-                    "type": "string"
-                  },
-                  "named": {
-                    "type": "boolean"
-                  }
-                },
-                "required": [
-                  "name",
-                  "named",
-                  "cited"
-                ],
-                "type": "object"
-              },
-              "type": "array"
-            },
-            "failedAt": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "failedReason": {
-              "description": "Why the check failed, as recorded; null unless failed.",
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "platform": {
-              "type": "string"
-            },
-            "state": {
-              "description": "cited, mentioned or not_mentioned are answers about you. no_answer, unknown, failed, not_set_up and no_data are not, and never mean not mentioned.",
-              "type": "string"
-            }
-          },
-          "required": [
-            "platform",
-            "state",
-            "failedAt",
-            "failedReason",
-            "checkedAt",
-            "baseline",
-            "answerText",
-            "competitors",
-            "citedPages"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "market": {
-        "additionalProperties": false,
-        "properties": {
-          "id": {
-            "type": "string"
-          },
-          "name": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "id",
-          "name"
-        ],
-        "type": "object"
-      },
-      "question": {
-        "additionalProperties": false,
-        "properties": {
-          "id": {
-            "type": "string"
-          },
-          "question": {
-            "type": "string"
-          },
-          "topic": {
-            "description": "The question's topic, if set.",
-            "type": [
-              "string",
-              "null"
-            ]
-          }
-        },
-        "required": [
-          "id",
-          "question",
-          "topic"
-        ],
-        "type": "object"
-      },
-      "weekKey": {
-        "description": "The ISO week shown; null when no finished check asked it yet.",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "weeks": {
-        "description": "Finished weekly checks that asked this question, newest first.",
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "weekKey": {
-              "type": "string"
-            },
-            "weekOf": {
-              "type": "string"
-            }
-          },
-          "required": [
-            "weekKey",
-            "weekOf"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      }
-    },
-    "required": [
-      "question",
-      "market",
-      "weekKey",
-      "weeks",
-      "engines"
-    ],
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "answerPages": {
+        "description": "Website posts linked to this question with save_post buyerQuestionIds; archived posts excluded.",
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "citedBy": {
+              "description": "Engines whose completed check this week cited the page.",
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            },
+            "label": {
+              "description": "The post's title, else its first line.",
+              "type": "string"
+            },
+            "live": {
+              "description": "Published with a live URL. Only a live page can be cited.",
+              "type": "boolean"
+            },
+            "notCitedBy": {
+              "description": "Engines whose completed check this week did not cite it. An engine with no completed check is in neither list.",
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            },
+            "postId": {
+              "type": "string"
+            },
+            "status": {
+              "type": "string"
+            },
+            "url": {
+              "description": "The live URL; null until published.",
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "required": [
+            "postId",
+            "label",
+            "status",
+            "url",
+            "live",
+            "citedBy",
+            "notCitedBy"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "engines": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "answerText": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "baseline": {
+              "anyOf": [
+                {
+                  "additionalProperties": false,
+                  "properties": {
+                    "checkedAt": {
+                      "type": "string"
+                    },
+                    "state": {
+                      "type": "string"
+                    }
+                  },
+                  "required": [
+                    "state",
+                    "checkedAt"
+                  ],
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "The first answered check for this question and engine in this market (cited, mentioned or not_mentioned, and when); null when none."
+            },
+            "checkedAt": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "citedPages": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "answerPage": {
+                    "description": "The live URL of a post linked to this question.",
+                    "type": "boolean"
+                  },
+                  "competitor": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "url": {
+                    "type": "string"
+                  },
+                  "yours": {
+                    "type": "boolean"
+                  }
+                },
+                "required": [
+                  "url",
+                  "yours",
+                  "answerPage",
+                  "competitor"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "competitors": {
+              "description": "Active tracked competitors the answer named or cited.",
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "cited": {
+                    "type": "boolean"
+                  },
+                  "name": {
+                    "type": "string"
+                  },
+                  "named": {
+                    "type": "boolean"
+                  }
+                },
+                "required": [
+                  "name",
+                  "named",
+                  "cited"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "failedAt": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "failedReason": {
+              "description": "Why the check failed, as recorded; null unless failed.",
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "platform": {
+              "type": "string"
+            },
+            "state": {
+              "description": "cited, mentioned or not_mentioned are answers about you. no_answer, unknown, failed, not_set_up and no_data are not, and never mean not mentioned.",
+              "type": "string"
+            }
+          },
+          "required": [
+            "platform",
+            "state",
+            "failedAt",
+            "failedReason",
+            "checkedAt",
+            "baseline",
+            "answerText",
+            "competitors",
+            "citedPages"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "market": {
+        "additionalProperties": false,
+        "properties": {
+          "id": {
+            "type": "string"
+          },
+          "name": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "id",
+          "name"
+        ],
+        "type": "object"
+      },
+      "question": {
+        "additionalProperties": false,
+        "properties": {
+          "id": {
+            "type": "string"
+          },
+          "question": {
+            "type": "string"
+          },
+          "topic": {
+            "description": "The question's topic, if set.",
+            "type": [
+              "string",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "id",
+          "question",
+          "topic"
+        ],
+        "type": "object"
+      },
+      "weekKey": {
+        "description": "The ISO week shown; null when no finished check asked it yet.",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "weeks": {
+        "description": "Finished weekly checks that asked this question, newest first.",
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "weekKey": {
+              "type": "string"
+            },
+            "weekOf": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "weekKey",
+            "weekOf"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      }
+    },
+    "required": [
+      "question",
+      "market",
+      "answerPages",
+      "weekKey",
+      "weeks",
+      "engines"
+    ],
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
  4. Changed1 schema field changed
    • changedOutput schema / properties / answers / anyOf
      Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "engines": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "answerText": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "baseline": {
-              "anyOf": [
-                {
-                  "additionalProperties": false,
-                  "properties": {
-                    "checkedAt": {
-                      "type": "string"
-                    },
-                    "state": {
-                      "type": "string"
-                    }
-                  },
-                  "required": [
-                    "state",
-                    "checkedAt"
-                  ],
-                  "type": "object"
-                },
-                {
-                  "type": "null"
-                }
-              ],
-              "description": "The first answered check for this question and engine in this market (cited, mentioned or not_mentioned, and when); null when none."
-            },
-            "checkedAt": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "citedPages": {
-              "items": {
-                "additionalProperties": false,
-                "properties": {
-                  "competitor": {
-                    "type": [
-                      "string",
-                      "null"
-                    ]
-                  },
-                  "url": {
-                    "type": "string"
-                  },
-                  "yours": {
-                    "type": "boolean"
-                  }
-                },
-                "required": [
-                  "url",
-                  "yours",
-                  "competitor"
-                ],
-                "type": "object"
-              },
-              "type": "array"
-            },
-            "competitors": {
-              "description": "Active tracked competitors the answer named or cited.",
-              "items": {
-                "additionalProperties": false,
-                "properties": {
-                  "cited": {
-                    "type": "boolean"
-                  },
-                  "name": {
-                    "type": "string"
-                  },
-                  "named": {
-                    "type": "boolean"
-                  }
-                },
-                "required": [
-                  "name",
-                  "named",
-                  "cited"
-                ],
-                "type": "object"
-              },
-              "type": "array"
-            },
-            "failedAt": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "platform": {
-              "type": "string"
-            },
-            "state": {
-              "description": "cited, mentioned or not_mentioned are answers about you. no_answer, unknown, failed, not_set_up and no_data are not, and never mean not mentioned.",
-              "type": "string"
-            }
-          },
-          "required": [
-            "platform",
-            "state",
-            "failedAt",
-            "checkedAt",
-            "baseline",
-            "answerText",
-            "competitors",
-            "citedPages"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "market": {
-        "additionalProperties": false,
-        "properties": {
-          "id": {
-            "type": "string"
-          },
-          "name": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "id",
-          "name"
-        ],
-        "type": "object"
-      },
-      "question": {
-        "additionalProperties": false,
-        "properties": {
-          "id": {
-            "type": "string"
-          },
-          "question": {
-            "type": "string"
-          },
-          "topic": {
-            "description": "The question's topic, if set.",
-            "type": [
-              "string",
-              "null"
-            ]
-          }
-        },
-        "required": [
-          "id",
-          "question",
-          "topic"
-        ],
-        "type": "object"
-      },
-      "weekKey": {
-        "description": "The ISO week shown; null when no finished check asked it yet.",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "weeks": {
-        "description": "Finished weekly checks that asked this question, newest first.",
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "weekKey": {
-              "type": "string"
-            },
-            "weekOf": {
-              "type": "string"
-            }
-          },
-          "required": [
-            "weekKey",
-            "weekOf"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      }
-    },
-    "required": [
-      "question",
-      "market",
-      "weekKey",
-      "weeks",
-      "engines"
-    ],
-    "type": "object"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "engines": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "answerText": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "baseline": {
+              "anyOf": [
+                {
+                  "additionalProperties": false,
+                  "properties": {
+                    "checkedAt": {
+                      "type": "string"
+                    },
+                    "state": {
+                      "type": "string"
+                    }
+                  },
+                  "required": [
+                    "state",
+                    "checkedAt"
+                  ],
+                  "type": "object"
+                },
+                {
+                  "type": "null"
+                }
+              ],
+              "description": "The first answered check for this question and engine in this market (cited, mentioned or not_mentioned, and when); null when none."
+            },
+            "checkedAt": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "citedPages": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "competitor": {
+                    "type": [
+                      "string",
+                      "null"
+                    ]
+                  },
+                  "url": {
+                    "type": "string"
+                  },
+                  "yours": {
+                    "type": "boolean"
+                  }
+                },
+                "required": [
+                  "url",
+                  "yours",
+                  "competitor"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "competitors": {
+              "description": "Active tracked competitors the answer named or cited.",
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "cited": {
+                    "type": "boolean"
+                  },
+                  "name": {
+                    "type": "string"
+                  },
+                  "named": {
+                    "type": "boolean"
+                  }
+                },
+                "required": [
+                  "name",
+                  "named",
+                  "cited"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "failedAt": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "failedReason": {
+              "description": "Why the check failed, as recorded; null unless failed.",
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "platform": {
+              "type": "string"
+            },
+            "state": {
+              "description": "cited, mentioned or not_mentioned are answers about you. no_answer, unknown, failed, not_set_up and no_data are not, and never mean not mentioned.",
+              "type": "string"
+            }
+          },
+          "required": [
+            "platform",
+            "state",
+            "failedAt",
+            "failedReason",
+            "checkedAt",
+            "baseline",
+            "answerText",
+            "competitors",
+            "citedPages"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "market": {
+        "additionalProperties": false,
+        "properties": {
+          "id": {
+            "type": "string"
+          },
+          "name": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "id",
+          "name"
+        ],
+        "type": "object"
+      },
+      "question": {
+        "additionalProperties": false,
+        "properties": {
+          "id": {
+            "type": "string"
+          },
+          "question": {
+            "type": "string"
+          },
+          "topic": {
+            "description": "The question's topic, if set.",
+            "type": [
+              "string",
+              "null"
+            ]
+          }
+        },
+        "required": [
+          "id",
+          "question",
+          "topic"
+        ],
+        "type": "object"
+      },
+      "weekKey": {
+        "description": "The ISO week shown; null when no finished check asked it yet.",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "weeks": {
+        "description": "Finished weekly checks that asked this question, newest first.",
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "weekKey": {
+              "type": "string"
+            },
+            "weekOf": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "weekKey",
+            "weekOf"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      }
+    },
+    "required": [
+      "question",
+      "market",
+      "weekKey",
+      "weeks",
+      "engines"
+    ],
+    "type": "object"
+  },
+  {
+    "type": "null"
+  }
+]
  5. Added

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint and closed-world behavior, but the description still adds real context: it is stored-data only, and Claude/Perplexity answers come from APIs with web search enabled rather than the consumer apps, so results may diverge. Defaults (market defaults to the Performance > AI answers market, week defaults to newest) and the fact that it lists selectable weeks further characterize behavior.

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

Conciseness3/5

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

The core scope is front-loaded in the first clause, but the remainder is a single sprawling sentence with stacked parentheticals that is hard to parse. It also spends substantial text describing the return payload even though an output schema exists, so parts of it do not earn their place.

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

Completeness4/5

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

With annotations covering the safety profile and a full output schema present, the definition supplies enough to call it correctly: scope, defaults, stored-only semantics, and what each field means. Minor gaps remain around behavior when the question or week does not exist, but nothing essential is missing.

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

Parameters3/5

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

Schema description coverage is 100%, so the schema already explains market, weekKey and question including their defaults and accepted id-vs-text forms. The description only restates the market/week framing and adds no format, resolution, or failure semantics beyond that, which is the expected baseline when the schema does the work.

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 opens with a precise verb and resource plus an explicit scope: one buyer question's stored AI answers for one market and one week. It enumerates the concrete payload (answer pages with live status and citing engines, per-engine answer text, youNamed, tracked competitor mentions, cited pages, engine baselines, available weeks), so an agent can tell exactly what this returns versus a comparison tool like compare_buyer_question_answers.

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

Usage Guidelines3/5

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

The line 'Reads stored weekly checks only' is a useful usage constraint that rules out live checks, and the 'Related:' list points at plausible alternatives. However, it never states the condition that should send an agent to compare_buyer_question_answers or get_ai_visibility instead, so the routing decision is left to inference.

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

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