RevenueScope: revenue-first analytics for your EC site

AI assistant traffic

get_ai_traffic

Read-only

Return AI-assistant traffic using dashboard_ai_referred, a separate RPC from the AI channels of dashboard_channels that the search screen shows (for the screen's number, use the AI channel in get_breakdown(dimension='channel')). By default, mode='referred' uses the site's calendar month to date and compares with the prior month through the same calendar day (clamped to the prior month's last day). Pass start_date and end_date together for another inclusive calendar range in the site's analysis timezone; optionally pass compare_start_date and compare_end_date. If comparison dates are omitted, the immediately preceding equal-length range is used. Or pass preset (last_4_weeks, last_12_weeks or year_to_date) instead of dates, for the same periods and comparison as the app's period picker: the period ends on the last Saturday that closes a complete week (weeks run Sunday to Saturday, judged in the site timezone), the comparison is the same number of days directly before it, and year_to_date starts on January 1 of the year of that Saturday. preset cannot be combined with start_date, end_date, compare_start_date or compare_end_date, and period.preset echoes it. The result carries totals, by_source and by_page aggregated from all returned data (not only the limit rows); totals.complete=false means the 200-row source cap may have cut data. mode='gaps' is STOPPED and returns only its stopped notice. site_id is optional when OAuth-authenticated (omitting it uses the primary site). When the user names a specific site, such as the sample site, call list_sites first and pass that site_id. Scope is clicked citations only. This tool has an attached view. When the host shows it, the figures are already on screen: do not repeat them as a table or list in your reply; give only a short takeaway (2-3 sentences).

Input Schema

TableJSON Schema

Name	Required	Default
`mode`	No	referred
`limit`	No
`preset`	No
`site_id`	No
`end_date`	No
`start_date`	No
`compare_end_date`	No
`compare_start_date`	No

Output Schema

TableJSON Schema

Name	Required	Description	Default
`mode`	Yes
`rows`	No
`basis`	No
`notes`	No
`period`	No
`status`	No
`totals`	No
`by_page`	No
`is_demo`	No
`site_id`	Yes
`by_source`	No
`truncated`	No
`ai_sources`	No
`resume_plan`	No
`source_rows`	No
`alternatives`	No
`display_note`	No
`revenue_status`	No
`stopped_reason`	No
`previous_period`	No
`comparison_status`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed1 schema field changedOct 11, 2026
- addedOutput schema / properties / display_note
```
Added value: +{
+  "type": "string"
+}
```

Changed3 schema fields changedOct 11, 2026

addedOutput schema / properties / by_page

Added value: +{
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "page": {
+        "type": "string"
+      },
+      "revenue_jpy": {
+        "type": [
+          "number",
+          "null"
+        ]
+      },
+      "sessions": {
+        "type": "number"
+      },
+      "top_ai_source": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "page",
+      "sessions",
+      "revenue_jpy",
+      "top_ai_source"
+    ],
+    "type": "object"
+  },
+  "type": "array"
+}

addedOutput schema / properties / by_source

Added value: +{
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "ai_source": {
+        "type": "string"
+      },
+      "revenue_jpy": {
+        "type": [
+          "number",
+          "null"
+        ]
+      },
+      "sessions": {
+        "type": "number"
+      }
+    },
+    "required": [
+      "ai_source",
+      "sessions",
+      "revenue_jpy"
+    ],
+    "type": "object"
+  },
+  "type": "array"
+}

addedOutput schema / properties / totals

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "complete": {
+      "type": "boolean"
+    },
+    "pages": {
+      "minimum": 0,
+      "type": "integer"
+    },
+    "previous_revenue_jpy": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "previous_sessions": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "revenue_jpy": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "sessions": {
+      "type": "number"
+    }
+  },
+  "required": [
+    "sessions",
+    "pages",
+    "revenue_jpy",
+    "previous_sessions",
+    "previous_revenue_jpy",
+    "complete"
+  ],
+  "type": "object"
+}

Changed2 schema fields changedOct 9, 2026

addedInput schema / properties / preset

Added value: +{
+  "enum": [
+    "last_4_weeks",
+    "last_12_weeks",
+    "year_to_date"
+  ],
+  "type": "string"
+}

changedOutput schema / properties / period / anyOf

Previous value: -[
-  {
-    "additionalProperties": false,
-    "properties": {
-      "calendar_dates_touched": {
-        "minimum": 0,
-        "type": "integer"
-      },
-      "days": {
-        "type": "number"
-      },
-      "duration_hours": {
-        "type": "number"
-      },
-      "end": {
-        "type": "string"
-      },
-      "reference_bounds": {
-        "const": "start_inclusive_end_exclusive",
-        "type": "string"
-      },
-      "reference_end_at": {
-        "format": "date-time",
-        "type": "string"
-      },
-      "reference_start_at": {
-        "format": "date-time",
-        "type": "string"
-      },
-      "source_alignment": {
-        "enum": [
-          "exact",
-          "mixed"
-        ],
-        "type": "string"
-      },
-      "source_boundaries": {
-        "items": {
-          "additionalProperties": false,
-          "properties": {
-            "applies_to": {
-              "items": {
-                "type": "string"
-              },
-              "minItems": 1,
-              "type": "array"
-            },
-            "boundary": {
-              "enum": [
-                "reference_timestamp_window",
-                "database_statement_time_window",
-                "jst_calendar_dates_from_reference_start",
-                "jst_calendar_dates_from_database_window_start",
-                "jst_calendar_dates_inclusive",
-                "account_registry_not_period_scoped",
-                "derived_previous_daily_window",
-                "derived_from_current_and_previous",
-                "defined_per_output_item"
-              ],
-              "type": "string"
-            }
-          },
-          "required": [
-            "applies_to",
-            "boundary"
-          ],
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "start": {
-        "type": "string"
-      },
-      "timezone": {
-        "type": "string"
-      },
-      "window_type": {
-        "enum": [
-          "rolling",
-          "calendar_to_date",
-          "comparison",
-          "calendar_range"
-        ],
-        "type": "string"
-      }
-    },
-    "required": [
-      "start",
-      "end",
-      "days",
-      "reference_start_at",
-      "reference_end_at",
-      "window_type",
-      "reference_bounds",
-      "timezone",
-      "duration_hours",
-      "calendar_dates_touched",
-      "source_alignment",
-      "source_boundaries"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": false,
-    "properties": {
-      "days": {
-        "type": "number"
-      },
-      "end": {
-        "type": "string"
-      },
-      "start": {
-        "type": "string"
-      }
-    },
-    "required": [
-      "start",
-      "end",
-      "days"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "calendar_dates_touched": {
+        "minimum": 0,
+        "type": "integer"
+      },
+      "days": {
+        "type": "number"
+      },
+      "duration_hours": {
+        "type": "number"
+      },
+      "end": {
+        "type": "string"
+      },
+      "preset": {
+        "enum": [
+          "last_4_weeks",
+          "last_12_weeks",
+          "year_to_date"
+        ],
+        "type": "string"
+      },
+      "reference_bounds": {
+        "const": "start_inclusive_end_exclusive",
+        "type": "string"
+      },
+      "reference_end_at": {
+        "format": "date-time",
+        "type": "string"
+      },
+      "reference_start_at": {
+        "format": "date-time",
+        "type": "string"
+      },
+      "source_alignment": {
+        "enum": [
+          "exact",
+          "mixed"
+        ],
+        "type": "string"
+      },
+      "source_boundaries": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "applies_to": {
+              "items": {
+                "type": "string"
+              },
+              "minItems": 1,
+              "type": "array"
+            },
+            "boundary": {
+              "enum": [
+                "reference_timestamp_window",
+                "database_statement_time_window",
+                "jst_calendar_dates_from_reference_start",
+                "jst_calendar_dates_from_database_window_start",
+                "jst_calendar_dates_inclusive",
+                "account_registry_not_period_scoped",
+                "derived_previous_daily_window",
+                "derived_from_current_and_previous",
+                "defined_per_output_item"
+              ],
+              "type": "string"
+            }
+          },
+          "required": [
+            "applies_to",
+            "boundary"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "start": {
+        "type": "string"
+      },
+      "timezone": {
+        "type": "string"
+      },
+      "window_type": {
+        "enum": [
+          "rolling",
+          "calendar_to_date",
+          "comparison",
+          "calendar_range"
+        ],
+        "type": "string"
+      }
+    },
+    "required": [
+      "start",
+      "end",
+      "days",
+      "reference_start_at",
+      "reference_end_at",
+      "window_type",
+      "reference_bounds",
+      "timezone",
+      "duration_hours",
+      "calendar_dates_touched",
+      "source_alignment",
+      "source_boundaries"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "days": {
+        "type": "number"
+      },
+      "end": {
+        "type": "string"
+      },
+      "start": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "start",
+      "end",
+      "days"
+    ],
+    "type": "object"
+  }
+]

Changed1 schema field changedSep 28, 2026

removedInput schema / properties / period

Removed value: -{
-  "anyOf": [
-    {
-      "const": "today",
-      "type": "string"
-    },
-    {
-      "const": "7d",
-      "type": "string"
-    },
-    {
-      "const": "30d",
-      "type": "string"
-    },
-    {
-      "const": "90d",
-      "type": "string"
-    },
-    {
-      "maximum": 365,
-      "minimum": 1,
-      "type": "integer"
-    }
-  ],
-  "default": "30d"
-}

Changed12 schema fields changedSep 27, 2026

addedOutput schema / properties / alternatives

Added value: +{
+  "items": {
+    "additionalProperties": false,
+    "properties": {
+      "tool": {
+        "type": "string"
+      },
+      "use_for": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "tool",
+      "use_for"
+    ],
+    "type": "object"
+  },
+  "type": "array"
+}

removedOutput schema / properties / assumptions

Removed value: -{
-  "items": {
-    "type": "string"
-  },
-  "type": "array"
-}

removedOutput schema / properties / criteria

Removed value: -{
-  "additionalProperties": false,
-  "properties": {
-    "content_namespaces": {
-      "items": {
-        "type": "string"
-      },
-      "type": "array"
-    },
-    "min_ai_sessions": {
-      "type": "number"
-    },
-    "min_pageviews": {
-      "type": "number"
-    }
-  },
-  "required": [
-    "content_namespaces",
-    "min_pageviews",
-    "min_ai_sessions"
-  ],
-  "type": "object"
-}

removedOutput schema / properties / limitations

Removed value: -{
-  "items": {
-    "type": "string"
-  },
-  "type": "array"
-}

removedOutput schema / properties / missed_citation_pages

Removed value: -{
-  "items": {
-    "additionalProperties": false,
-    "properties": {
-      "ai_sessions": {
-        "type": "number"
-      },
-      "bounce_rate": {
-        "type": [
-          "number",
-          "null"
-        ]
-      },
-      "gap_type": {
-        "const": "missed_citation",
-        "type": "string"
-      },
-      "impact_score": {
-        "type": "number"
-      },
-      "page": {
-        "type": "string"
-      },
-      "pageviews": {
-        "type": "number"
-      },
-      "reason": {
-        "type": "string"
-      }
-    },
-    "required": [
-      "page",
-      "pageviews",
-      "bounce_rate",
-      "ai_sessions",
-      "gap_type",
-      "reason",
-      "impact_score"
-    ],
-    "type": "object"
-  },
-  "type": "array"
-}

addedOutput schema / properties / resume_plan

Added value: +{
+  "type": [
+    "string",
+    "null"
+  ]
+}

removedOutput schema / properties / site_benchmark_engaged_rate
```
Removed value: -{
-  "type": "number"
-}
```

addedOutput schema / properties / status

Added value: +{
+  "const": "stopped",
+  "type": "string"
+}

addedOutput schema / properties / stopped_reason
```
Added value: +{
+  "type": "string"
+}
```
removedOutput schema / properties / total_ai_sessions
```
Removed value: -{
-  "type": "number"
-}
```

removedOutput schema / properties / under_monetized_ai_pages

Removed value: -{
-  "items": {
-    "additionalProperties": false,
-    "properties": {
-      "ai_engaged": {
-        "type": "number"
-      },
-      "ai_revenue_jpy": {
-        "type": "number"
-      },
-      "ai_sessions": {
-        "type": "number"
-      },
-      "engaged_rate": {
-        "type": "number"
-      },
-      "gap_type": {
-        "const": "under_monetized",
-        "type": "string"
-      },
-      "impact_score": {
-        "type": "number"
-      },
-      "page": {
-        "type": "string"
-      },
-      "reason": {
-        "type": "string"
-      },
-      "site_benchmark_rate": {
-        "type": "number"
-      }
-    },
-    "required": [
-      "page",
-      "ai_sessions",
-      "ai_engaged",
-      "engaged_rate",
-      "site_benchmark_rate",
-      "ai_revenue_jpy",
-      "gap_type",
-      "reason",
-      "impact_score"
-    ],
-    "type": "object"
-  },
-  "type": "array"
-}

changedOutput schema / required

Previous value: -[
-  "site_id",
-  "mode",
-  "period",
-  "basis"
-]New value: +[
+  "site_id",
+  "mode"
+]

Changed18 schema fields changedSep 27, 2026

addedInput schema / properties / compare_end_date

Added value: +{
+  "$ref": "#/properties/start_date"
+}

addedInput schema / properties / compare_start_date

Added value: +{
+  "$ref": "#/properties/start_date"
+}

addedInput schema / properties / end_date

Added value: +{
+  "$ref": "#/properties/start_date"
+}

addedInput schema / properties / start_date

Added value: +{
+  "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
+  "type": "string"
+}

addedOutput schema / properties / comparison_status

Added value: +{
+  "enum": [
+    "available",
+    "unavailable"
+  ],
+  "type": "string"
+}

addedOutput schema / properties / is_demo
```
Added value: +{
+  "type": "boolean"
+}
```
removedOutput schema / properties / period / additionalProperties
```
Removed value: -false
```

addedOutput schema / properties / period / anyOf

Added value: +[
+  {
+    "additionalProperties": false,
+    "properties": {
+      "calendar_dates_touched": {
+        "minimum": 0,
+        "type": "integer"
+      },
+      "days": {
+        "type": "number"
+      },
+      "duration_hours": {
+        "type": "number"
+      },
+      "end": {
+        "type": "string"
+      },
+      "reference_bounds": {
+        "const": "start_inclusive_end_exclusive",
+        "type": "string"
+      },
+      "reference_end_at": {
+        "format": "date-time",
+        "type": "string"
+      },
+      "reference_start_at": {
+        "format": "date-time",
+        "type": "string"
+      },
+      "source_alignment": {
+        "enum": [
+          "exact",
+          "mixed"
+        ],
+        "type": "string"
+      },
+      "source_boundaries": {
+        "items": {
+          "additionalProperties": false,
+          "properties": {
+            "applies_to": {
+              "items": {
+                "type": "string"
+              },
+              "minItems": 1,
+              "type": "array"
+            },
+            "boundary": {
+              "enum": [
+                "reference_timestamp_window",
+                "database_statement_time_window",
+                "jst_calendar_dates_from_reference_start",
+                "jst_calendar_dates_from_database_window_start",
+                "jst_calendar_dates_inclusive",
+                "account_registry_not_period_scoped",
+                "derived_previous_daily_window",
+                "derived_from_current_and_previous",
+                "defined_per_output_item"
+              ],
+              "type": "string"
+            }
+          },
+          "required": [
+            "applies_to",
+            "boundary"
+          ],
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "start": {
+        "type": "string"
+      },
+      "timezone": {
+        "type": "string"
+      },
+      "window_type": {
+        "enum": [
+          "rolling",
+          "calendar_to_date",
+          "comparison",
+          "calendar_range"
+        ],
+        "type": "string"
+      }
+    },
+    "required": [
+      "start",
+      "end",
+      "days",
+      "reference_start_at",
+      "reference_end_at",
+      "window_type",
+      "reference_bounds",
+      "timezone",
+      "duration_hours",
+      "calendar_dates_touched",
+      "source_alignment",
+      "source_boundaries"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": false,
+    "properties": {
+      "days": {
+        "type": "number"
+      },
+      "end": {
+        "type": "string"
+      },
+      "start": {
+        "type": "string"
+      }
+    },
+    "required": [
+      "start",
+      "end",
+      "days"
+    ],
+    "type": "object"
+  }
+]

removedOutput schema / properties / period / properties

Removed value: -{
-  "days": {
-    "type": "number"
-  },
-  "end": {
-    "type": "string"
-  },
-  "start": {
-    "type": "string"
-  }
-}

removedOutput schema / properties / period / required

Removed value: -[
-  "start",
-  "end",
-  "days"
-]

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

addedOutput schema / properties / previous_period

Added value: +{
+  "$ref": "#/properties/period/anyOf/0"
+}

addedOutput schema / properties / revenue_status

Added value: +{
+  "enum": [
+    "confirmed",
+    "unconfirmed"
+  ],
+  "type": "string"
+}

addedOutput schema / properties / rows / items / properties / comparison

Added value: +{
+  "additionalProperties": false,
+  "properties": {
+    "bounce_rate_delta_pp": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "previous_bounce_rate": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "previous_revenue_jpy": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "previous_sessions": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "revenue_change_pct": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "revenue_delta_jpy": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "sessions_change_pct": {
+      "type": [
+        "number",
+        "null"
+      ]
+    },
+    "sessions_delta": {
+      "type": [
+        "number",
+        "null"
+      ]
+    }
+  },
+  "required": [
+    "previous_sessions",
+    "sessions_delta",
+    "sessions_change_pct",
+    "previous_revenue_jpy",
+    "revenue_delta_jpy",
+    "revenue_change_pct",
+    "previous_bounce_rate",
+    "bounce_rate_delta_pp"
+  ],
+  "type": "object"
+}

changedOutput schema / properties / rows / items / properties / revenue_jpy / type
```
Previous value: -"number"New value: +[
+  "number",
+  "null"
+]
```

changedOutput schema / properties / rows / items / required

Previous value: -[
-  "page",
-  "ai_source",
-  "sessions",
-  "bounce_rate",
-  "revenue_jpy",
-  "last_cited_at"
-]New value: +[
+  "page",
+  "ai_source",
+  "sessions",
+  "bounce_rate",
+  "revenue_jpy",
+  "last_cited_at",
+  "comparison"
+]

addedOutput schema / properties / source_rows

Added value: +{
+  "minimum": 0,
+  "type": "integer"
+}

addedOutput schema / properties / truncated

Added value: +{
+  "anyOf": [
+    {
+      "additionalProperties": false,
+      "properties": {
+        "omitted_at_least": {
+          "minimum": 0,
+          "type": "integer"
+        },
+        "shown": {
+          "minimum": 0,
+          "type": "integer"
+        },
+        "source_limited": {
+          "type": "boolean"
+        }
+      },
+      "required": [
+        "shown",
+        "omitted_at_least",
+        "source_limited"
+      ],
+      "type": "object"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}

Changed2 schema fields changedAug 17, 2026

removedOutput schema / properties / criteria / properties / citation_max_bounce
```
Removed value: -{
-  "type": "number"
-}
```

changedOutput schema / properties / criteria / required

Previous value: -[
-  "content_namespaces",
-  "min_pageviews",
-  "citation_max_bounce",
-  "min_ai_sessions"
-]New value: +[
+  "content_namespaces",
+  "min_pageviews",
+  "min_ai_sessions"
+]

Changed1 schema field changedJun 21, 2026

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "$schema": "http://json-schema.org/draft-07/schema#",
+  "additionalProperties": false,
+  "properties": {
+    "ai_sources": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "assumptions": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "basis": {
+      "type": "string"
+    },
+    "criteria": {
+      "additionalProperties": false,
+      "properties": {
+        "citation_max_bounce": {
+          "type": "number"
+        },
+        "content_namespaces": {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "min_ai_sessions": {
+          "type": "number"
+        },
+        "min_pageviews": {
+          "type": "number"
+        }
+      },
+      "required": [
+        "content_namespaces",
+        "min_pageviews",
+        "citation_max_bounce",
+        "min_ai_sessions"
+      ],
+      "type": "object"
+    },
+    "limitations": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "missed_citation_pages": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "ai_sessions": {
+            "type": "number"
+          },
+          "bounce_rate": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "gap_type": {
+            "const": "missed_citation",
+            "type": "string"
+          },
+          "impact_score": {
+            "type": "number"
+          },
+          "page": {
+            "type": "string"
+          },
+          "pageviews": {
+            "type": "number"
+          },
+          "reason": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "page",
+          "pageviews",
+          "bounce_rate",
+          "ai_sessions",
+          "gap_type",
+          "reason",
+          "impact_score"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "mode": {
+      "enum": [
+        "referred",
+        "gaps"
+      ],
+      "type": "string"
+    },
+    "notes": {
+      "items": {
+        "type": "string"
+      },
+      "type": "array"
+    },
+    "period": {
+      "additionalProperties": false,
+      "properties": {
+        "days": {
+          "type": "number"
+        },
+        "end": {
+          "type": "string"
+        },
+        "start": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "start",
+        "end",
+        "days"
+      ],
+      "type": "object"
+    },
+    "rows": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "ai_source": {
+            "type": "string"
+          },
+          "bounce_rate": {
+            "type": [
+              "number",
+              "null"
+            ]
+          },
+          "last_cited_at": {
+            "type": [
+              "string",
+              "null"
+            ]
+          },
+          "page": {
+            "type": "string"
+          },
+          "revenue_jpy": {
+            "type": "number"
+          },
+          "sessions": {
+            "type": "number"
+          }
+        },
+        "required": [
+          "page",
+          "ai_source",
+          "sessions",
+          "bounce_rate",
+          "revenue_jpy",
+          "last_cited_at"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "site_benchmark_engaged_rate": {
+      "type": "number"
+    },
+    "site_id": {
+      "type": "string"
+    },
+    "total_ai_sessions": {
+      "type": "number"
+    },
+    "under_monetized_ai_pages": {
+      "items": {
+        "additionalProperties": false,
+        "properties": {
+          "ai_engaged": {
+            "type": "number"
+          },
+          "ai_revenue_jpy": {
+            "type": "number"
+          },
+          "ai_sessions": {
+            "type": "number"
+          },
+          "engaged_rate": {
+            "type": "number"
+          },
+          "gap_type": {
+            "const": "under_monetized",
+            "type": "string"
+          },
+          "impact_score": {
+            "type": "number"
+          },
+          "page": {
+            "type": "string"
+          },
+          "reason": {
+            "type": "string"
+          },
+          "site_benchmark_rate": {
+            "type": "number"
+          }
+        },
+        "required": [
+          "page",
+          "ai_sessions",
+          "ai_engaged",
+          "engaged_rate",
+          "site_benchmark_rate",
+          "ai_revenue_jpy",
+          "gap_type",
+          "reason",
+          "impact_score"
+        ],
+        "type": "object"
+      },
+      "type": "array"
+    }
+  },
+  "required": [
+    "site_id",
+    "mode",
+    "period",
+    "basis"
+  ],
+  "type": "object"
+}

AddedJun 3, 2026

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