Cleotic

List citations

list_citations

Read-onlyIdempotent

The sources AI answers cite for this brand's prompts. view overview: totals by ownership and source type, by week. view domains: cited domains, with source gaps where competitors are cited and the brand is not. view pages: cited pages ranked by influence. Only domains and pages are paged.

Input Schema

TableJSON Schema

Name	Required	Description
`to`	No	End date, YYYY-MM-DD, inclusive; from equal to to is a single day. Defaults to today; a later date is treated as today.
`from`	No	Start date, YYYY-MM-DD. Defaults to 30 days before to. Windows are at most 180 days and a from after today is refused; a plan with limited history serves only the days it keeps and says so in retention.
`view`	No	Defaults to overview.
`brand`	Yes	Brand or study: its ID from list_brands, or its name (exact or a unique prefix).
`limit`	No	Rows per page. Defaults to 25, max 100. A page may hold fewer rows to stay within the response size; follow next_cursor.
`cursor`	No	next_cursor from the previous page. Leave out for the first page.
`domain`	No	Optional domain filter.
`search`	No	Optional text filter.
`segment`	No	Optional segment ID or name. get_brand_settings lists the brand's segments.
`ownership`	No	Optional filter.

Output Schema

TableJSON Schema

Name	Required	Description
`data`	Yes
`generated_at`	Yes	RFC 3339 time the response was made.
`schema_version`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed2 schema fields changedOct 1, 2026

changedInput schema / properties / from / description

Previous value: -"Start date, YYYY-MM-DD. Defaults to 30 days before to; plan retention may shorten it."New value: +"Start date, YYYY-MM-DD. Defaults to 30 days before to. Windows are at most 180 days and a from after today is refused; a plan with limited history serves only the days it keeps and says so in retention."

changedInput schema / properties / to / description

Previous value: -"End date, YYYY-MM-DD. Defaults to today."New value: +"End date, YYYY-MM-DD, inclusive; from equal to to is a single day. Defaults to today; a later date is treated as today."

Changed7 schema fields changedOct 1, 2026

addedInput schema / additionalProperties
```
Added value: +false
```
addedInput schema / properties / brand / minLength
```
Added value: +1
```

changedInput schema / properties / cursor / description

Previous value: -"next_cursor from the previous page."New value: +"next_cursor from the previous page. Leave out for the first page."

addedInput schema / properties / from / format
```
Added value: +"date"
```

changedInput schema / properties / limit / description

Previous value: -"Rows per page. Defaults to 25, max 100."New value: +"Rows per page. Defaults to 25, max 100. A page may hold fewer rows to stay within the response size; follow next_cursor."

addedInput schema / properties / to / format
```
Added value: +"date"
```

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "additionalProperties": false,
+  "properties": {
+    "data": {
+      "anyOf": [
+        {
+          "additionalProperties": false,
+          "properties": {
+            "brand": {
+              "additionalProperties": false,
+              "properties": {
+                "id": {
+                  "type": "string"
+                },
+                "name": {
+                  "type": "string"
+                },
+                "url": {
+                  "description": "The brand's website, or empty when none is set.",
+                  "type": "string"
+                }
+              },
+              "required": [
+                "id",
+                "name",
+                "url"
+              ],
+              "type": "object"
+            },
+            "by_ownership": {
+              "additionalProperties": false,
+              "properties": {
+                "competitor": {
+                  "type": "integer"
+                },
+                "own": {
+                  "type": "integer"
+                },
+                "third_party": {
+                  "type": "integer"
+                }
+              },
+              "required": [
+                "own",
+                "competitor",
+                "third_party"
+              ],
+              "type": "object"
+            },
+            "period": {
+              "additionalProperties": false,
+              "properties": {
+                "from": {
+                  "description": "First day, YYYY-MM-DD.",
+                  "type": "string"
+                },
+                "to": {
+                  "description": "Last day, YYYY-MM-DD.",
+                  "type": "string"
+                }
+              },
+              "required": [
+                "from",
+                "to"
+              ],
+              "type": "object"
+            },
+            "source_types": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "citations": {
+                    "type": "integer"
+                  },
+                  "share": {
+                    "type": "number"
+                  },
+                  "source_type": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "source_type",
+                  "citations",
+                  "share"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "total_citations": {
+              "type": "integer"
+            },
+            "view": {
+              "type": "string"
+            },
+            "weekly": {
+              "description": "Citations by week, starting with the period's first day.",
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "competitor": {
+                    "type": "integer"
+                  },
+                  "own": {
+                    "type": "integer"
+                  },
+                  "third_party": {
+                    "type": "integer"
+                  },
+                  "week_start": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "week_start",
+                  "own",
+                  "competitor",
+                  "third_party"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            }
+          },
+          "required": [
+            "brand",
+            "view",
+            "period",
+            "total_citations",
+            "by_ownership",
+            "source_types",
+            "weekly"
+          ],
+          "type": "object"
+        },
+        {
+          "additionalProperties": false,
+          "properties": {
+            "brand": {
+              "additionalProperties": false,
+              "properties": {
+                "id": {
+                  "type": "string"
+                },
+                "name": {
+                  "type": "string"
+                },
+                "url": {
+                  "description": "The brand's website, or empty when none is set.",
+                  "type": "string"
+                }
+              },
+              "required": [
+                "id",
+                "name",
+                "url"
+              ],
+              "type": "object"
+            },
+            "domains": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "citations": {
+                    "type": "integer"
+                  },
+                  "domain": {
+                    "description": "Pass to get_citation_source.",
+                    "type": "string"
+                  },
+                  "gap_competitors": {
+                    "items": {
+                      "type": "string"
+                    },
+                    "type": "array"
+                  },
+                  "latest_cited_at": {
+                    "type": "string"
+                  },
+                  "models": {
+                    "description": "Model family keys that cited it.",
+                    "items": {
+                      "type": "string"
+                    },
+                    "type": "array"
+                  },
+                  "ownership": {
+                    "description": "own, competitor, or third_party.",
+                    "type": "string"
+                  },
+                  "pages": {
+                    "type": "integer"
+                  },
+                  "prompts": {
+                    "type": "integer"
+                  },
+                  "source_gap": {
+                    "description": "Competitors are cited from this domain and the brand is not.",
+                    "type": "boolean"
+                  },
+                  "source_type": {
+                    "type": "string"
+                  },
+                  "top_page": {
+                    "additionalProperties": false,
+                    "properties": {
+                      "source_id": {
+                        "description": "Pass to get_citation_source.",
+                        "type": "string"
+                      },
+                      "title": {
+                        "type": "string"
+                      },
+                      "url": {
+                        "type": "string"
+                      }
+                    },
+                    "required": [
+                      "source_id",
+                      "title",
+                      "url"
+                    ],
+                    "type": [
+                      "null",
+                      "object"
+                    ]
+                  }
+                },
+                "required": [
+                  "domain",
+                  "ownership",
+                  "source_type",
+                  "citations",
+                  "pages",
+                  "prompts",
+                  "models",
+                  "source_gap",
+                  "gap_competitors",
+                  "top_page",
+                  "latest_cited_at"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "pagination": {
+              "additionalProperties": false,
+              "properties": {
+                "next_cursor": {
+                  "description": "Pass as cursor to get the next page; empty on the last page.",
+                  "type": "string"
+                },
+                "total": {
+                  "description": "Items across all pages; null when not counted.",
+                  "type": [
+                    "null",
+                    "integer"
+                  ]
+                }
+              },
+              "required": [
+                "next_cursor",
+                "total"
+              ],
+              "type": "object"
+            },
+            "period": {
+              "additionalProperties": false,
+              "properties": {
+                "from": {
+                  "description": "First day, YYYY-MM-DD.",
+                  "type": "string"
+                },
+                "to": {
+                  "description": "Last day, YYYY-MM-DD.",
+                  "type": "string"
+                }
+              },
+              "required": [
+                "from",
+                "to"
+              ],
+              "type": "object"
+            },
+            "view": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "brand",
+            "view",
+            "period",
+            "domains",
+            "pagination"
+          ],
+          "type": "object"
+        },
+        {
+          "additionalProperties": false,
+          "properties": {
+            "brand": {
+              "additionalProperties": false,
+              "properties": {
+                "id": {
+                  "type": "string"
+                },
+                "name": {
+                  "type": "string"
+                },
+                "url": {
+                  "description": "The brand's website, or empty when none is set.",
+                  "type": "string"
+                }
+              },
+              "required": [
+                "id",
+                "name",
+                "url"
+              ],
+              "type": "object"
+            },
+            "pages": {
+              "items": {
+                "additionalProperties": false,
+                "properties": {
+                  "brands_named": {
+                    "items": {
+                      "type": "string"
+                    },
+                    "type": "array"
+                  },
+                  "citations": {
+                    "type": "integer"
+                  },
+                  "domain": {
+                    "type": "string"
+                  },
+                  "gap_competitors": {
+                    "items": {
+                      "type": "string"
+                    },
+                    "type": "array"
+                  },
+                  "influence": {
+                    "description": "0-100: how much the page shapes answers, from citation frequency, recency, model and prompt coverage.",
+                    "type": "integer"
+                  },
+                  "latest_cited_at": {
+                    "type": "string"
+                  },
+                  "models": {
+                    "type": "integer"
+                  },
+                  "ownership": {
+                    "description": "own, competitor, or third_party.",
+                    "type": "string"
+                  },
+                  "prompts": {
+                    "type": "integer"
+                  },
+                  "source_gap": {
+                    "type": "boolean"
+                  },
+                  "source_id": {
+                    "description": "Pass to get_citation_source.",
+                    "type": "string"
+                  },
+                  "source_type": {
+                    "type": "string"
+                  },
+                  "title": {
+                    "type": "string"
+                  },
+                  "url": {
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "source_id",
+                  "url",
+                  "title",
+                  "domain",
+                  "ownership",
+                  "source_type",
+                  "influence",
+                  "citations",
+                  "prompts",
+                  "models",
+                  "brands_named",
+                  "source_gap",
+                  "gap_competitors",
+                  "latest_cited_at"
+                ],
+                "type": "object"
+              },
+              "type": "array"
+            },
+            "pagination": {
+              "additionalProperties": false,
+              "properties": {
+                "next_cursor": {
+                  "description": "Pass as cursor to get the next page; empty on the last page.",
+                  "type": "string"
+                },
+                "total": {
+                  "description": "Items across all pages; null when not counted.",
+                  "type": [
+                    "null",
+                    "integer"
+                  ]
+                }
+              },
+              "required": [
+                "next_cursor",
+                "total"
+              ],
+              "type": "object"
+            },
+            "period": {
+              "additionalProperties": false,
+              "properties": {
+                "from": {
+                  "description": "First day, YYYY-MM-DD.",
+                  "type": "string"
+                },
+                "to": {
+                  "description": "Last day, YYYY-MM-DD.",
+                  "type": "string"
+                }
+              },
+              "required": [
+                "from",
+                "to"
+              ],
+              "type": "object"
+            },
+            "view": {
+              "type": "string"
+            }
+          },
+          "required": [
+            "brand",
+            "view",
+            "period",
+            "pages",
+            "pagination"
+          ],
+          "type": "object"
+        }
+      ]
+    },
+    "generated_at": {
+      "description": "RFC 3339 time the response was made.",
+      "type": "string"
+    },
+    "schema_version": {
+      "type": "string"
+    }
+  },
+  "required": [
+    "schema_version",
+    "generated_at",
+    "data"
+  ],
+  "type": "object"
+}

Changed16 schema fields changedSep 30, 2026

addedInput schema / properties / brand

Added value: +{
+  "description": "Brand or study: its ID from list_brands, or its name (exact or a unique prefix).",
+  "type": "string"
+}

changedInput schema / properties / cursor / description

Previous value: -"Opaque pagination cursor."New value: +"next_cursor from the previous page."

addedInput schema / properties / domain

Added value: +{
+  "description": "Optional domain filter.",
+  "type": "string"
+}

changedInput schema / properties / from / description

Previous value: -"Start date in YYYY-MM-DD. Defaults to 30 days before to."New value: +"Start date, YYYY-MM-DD. Defaults to 30 days before to; plan retention may shorten it."

changedInput schema / properties / limit / description

Previous value: -"Maximum rows to return."New value: +"Rows per page. Defaults to 25, max 100."

addedInput schema / properties / limit / maximum
```
Added value: +100
```
addedInput schema / properties / limit / minimum
```
Added value: +1
```

removedInput schema / properties / mode

Removed value: -{
-  "description": "sources or occurrences. Defaults to sources.",
-  "enum": [
-    "sources",
-    "occurrences"
-  ],
-  "type": "string"
-}

addedInput schema / properties / ownership

Added value: +{
+  "description": "Optional filter.",
+  "enum": [
+    "own",
+    "competitor",
+    "third_party"
+  ],
+  "type": "string"
+}

removedInput schema / properties / project_id

Removed value: -{
-  "description": "Cleotic project ID.",
-  "type": "string"
-}

removedInput schema / properties / project_name

Removed value: -{
-  "description": "Project name. Exact case-insensitive names and unique prefixes are supported.",
-  "type": "string"
-}

addedInput schema / properties / search

Added value: +{
+  "description": "Optional text filter.",
+  "type": "string"
+}

addedInput schema / properties / segment

Added value: +{
+  "description": "Optional segment ID or name. get_brand_settings lists the brand's segments.",
+  "type": "string"
+}

changedInput schema / properties / to / description

Previous value: -"End date in YYYY-MM-DD. Defaults to today."New value: +"End date, YYYY-MM-DD. Defaults to today."

addedInput schema / properties / view

Added value: +{
+  "description": "Defaults to overview.",
+  "enum": [
+    "overview",
+    "domains",
+    "pages"
+  ],
+  "type": "string"
+}

addedInput schema / required
```
Added value: +[
+  "brand"
+]
```

First observedSep 30, 2026

TDQS

A4.1/5.0

Behavior4/5

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

Annotations already cover read-only/idempotent/non-destructive, so the bar is lower. The description adds a non-obvious behavioral fact: 'Only domains and pages are paged,' which tells the agent overview is not paginated. No auth/rate-limit context, but the paging asymmetry is meaningful added value.

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

Conciseness5/5

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

Three tight clauses: what it is, then the three views, then the paging caveat. Front-loaded, zero filler, every sentence earns its 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 an output schema present, return-format details are unnecessary, and all 10 params are described in the schema. The view semantics and paging note round out the main ambiguities. Minor gap: no guidance on how 'influence' or 'source gaps' are computed, but that is arguably output-schema territory.

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

Parameters4/5

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

Schema coverage is 100%, so baseline is 3. The description goes beyond the enum by describing what each view returns (totals by ownership/source type, cited domains with gaps, pages ranked by influence) and clarifies paging applicability, which the schema alone does not convey.

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

Purpose4/5

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

States a specific verb and resource ('sources AI answers cite for this brand's prompts') and enumerates the three views it can return, making the scope concrete. It doesn't name a sibling tool to differentiate against, but the citation-specific scope is unambiguous against list_answers/list_prompts/list_pages.

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?

Explains what each view is for – overview for ownership/source-type totals by week, domains for competitor source gaps, pages for influence ranking. That is genuine selection guidance for the main decision (which view). No explicit when-not-to-use or alternative tools are named.

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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