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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.

Input Schema

TableJSON 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

TableJSON 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"
-                    ]
-                  },
-                  "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"
+  }
+]
  2. 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"
+  }
+]
  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"
-              ]
-            },
-            "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"
+  }
+]
  4. Added

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnly/idempotent/non-destructive, so the bar is lower, and the description adds real behavioral context beyond them: results reflect stored weekly checks only, and Claude/Perplexity answers come from APIs with web search rather than the consumer apps and may differ. It does not mention pagination or result limits, keeping it short of a 5.

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

Conciseness2/5

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

The core purpose is delivered as one enormous run-on sentence with deeply nested parentheticals enumerating every return field (answer pages, youNamed, cited pages, baselines), which duplicates the existing output schema. Only the closing 'Also lists the weeks you can pick. Reads stored weekly checks only.' and Related line carry non-redundant value.

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, a 100%-covered schema, and a present output schema, the description is more than complete for correct invocation, and it adds the stored-only constraint. It is slightly over-complete on return values, which the output schema already handles.

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 all three parameters are already documented in the schema. The description reinforces that 'weekKey' comes from the listed weeks and that market defaults to the AI answers view, but adds little syntax or format detail beyond what the schema states, so the baseline 3 applies.

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

Purpose5/5

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

The description states a specific verb and resource ('one buyer question's stored AI answers for one market and week') and enumerates the exact contents returned, so an agent knows precisely what this retrieves. The 'Related:' line names four siblings, letting the agent distinguish it from compare_buyer_question_answers and get_ai_visibility without opening a schema.

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

Usage Guidelines4/5

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

It gives a clear usage boundary with 'Reads stored weekly checks only,' implying live checks come from run_answer_engine_check, and the Related line points at alternatives. However, it never explicitly states when to choose this over compare_buyer_question_answers or get_ai_visibility, so the routing is implied rather than spelled out.

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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