← Back to all apps
A

AirOps

Productivityby Rivington Labs, Inc. dba AirOps
Launched Aug 20, 2026 on ChatGPT

Access your workspaces, Brand Kits, and AEO analytics

104ChatGPT Tools
12Claude Tools
Rivington Labs, Inc. dba AirOpsDeveloper
ProductivityCategory

Use Cases

productivitydata

Available Tools

Accept Opportunity

accept_opportunity
Full Description

Accept pending opportunities for a campaign and add them to the campaign action grid. For v2 campaigns, pass opportunity_ids; acceptance uses the original rationale and every opportunity context. Before calling this tool, summarize the opportunities or opportunity items that will be accepted and get explicit user confirmation.

Parameters (1 required, 2 optional)
Required
play_idinteger

Campaign ID.

Optional
opportunity_idsarray

Opportunity IDs to accept. Required for v2; for v1 this accepts every pending item in each opportunity.

opportunity_item_idsarray

V1-only opportunity item IDs to accept. Use this for item-level acceptance.

Add Aeo Region

add_aeo_region
Full Description

Add a region (ISO alpha-2 country code) to a Brand Kit's configured AEO regions.

Why this tool exists: AEO prompts and prompt-assignments can only reference regions that are configured on the Brand Kit. When create_aeo_prompt or update_aeo_prompt_assignments returns a validation_error mentioning that the country code is "not configured on this brand kit", call this tool to add the missing region first, then retry.

Behavior:

  • Re-adding an already-configured region is a no-op (idempotent) and returns success.
  • The country code must be a valid ISO 3166-1 alpha-2 code supported by the platform

(e.g. US, GB, DE, FR, JP, BR, IN, ...).

  • Optional add_to_all_prompts (default false): when true, the new region is

also assigned to every existing live prompt in the Brand Kit. This may incur additional answer credits/month; if the workspace's estimated answers limit would be exceeded, the call is rejected with a validation_error containing estimated_answers and max_answers in details. Defaults to false so the agent does not silently incur credits.

IMPORTANT: Always show the user the region you plan to add (and whether add_to_all_prompts is on) and get explicit confirmation before calling. Adding a region cannot be undone via this tool.

Parameters (2 required, 1 optional)
Required
brand_kit_idinteger

The Brand Kit ID to add the region to.

country_codestring

ISO 3166-1 alpha-2 country code (e.g. "US", "GB", "JP"). Must be one of the platform-supported codes.

Optional
add_to_all_promptsboolean

If true, also assigns this region to every existing live prompt in the Brand Kit (subject to the workspace answers limit). Defaults to false.

Add Grid Column

add_grid_column
Full Description

Add a new column to a grid table. Use this before write_grid when you need to write to a column that does not exist yet. Can also add a playbook column or workflow column. Workflow columns use data_type app_execution with inputs mapped to grid columns, static values, a Brand Kit, or a Knowledge Base. Each input mapping requires type and value. A column mapping's value must be a column ID from grid_table_id. When it references a playbook column, also provide artifact_name from that playbook's active version as a sibling of type and value. Returns the created column's ID, title, data type, and position. A created playbook column also returns its active-version artifacts; use one of those artifact names when mapping the column into another execution column. For an existing playbook column, get the same metadata from read_grid.

Parameters (4 required, 4 optional)
Required
data_typestring

The data type for the column.

Options:textnumberdatetimemarkdownurlhtmlimage_from_urljsonsingle_selectbrand_kitfileplaybookapp_execution
grid_idinteger

The grid ID. Get it from list_grids.

grid_table_idinteger

The grid table (sheet) ID. Get it from list_grids with includes=["grid_tables.grid_columns"]. Every mapped column must belong to this table.

titlestring

The column title.

Optional
inputsobject

Playbook or workflow input mappings keyed by active-version input name. Playbook mapping types are column, value, and brandkit. Workflow mapping types are column, value, brandkit, and knowledge_base. Every mapping requires type and value. For example, map a normal grid column with {"type":"column","value":123}. If column 123 is a playbook column, select one of its active-version artifacts with {"type":"column","value":123,"artifact_name":"Final Article"}.

playbook_idinteger

Required when data_type is playbook. The playbook must have an active published version.

positioninteger

Optional column position. If omitted, appended at the end.

workflow_idinteger

Required when data_type is app_execution. The workflow must belong to the grid workspace and have an active published version.

Analytics Chart

analytics_chart
Full Description

Query analytics data and display it as an interactive chart. Returns data with a UI reference for visualization. Today's data is still being processed — always use yesterday (2026-10-03) or earlier as end_date. CONSTRAINTS: (1) Only metrics from the same scale group can be plotted together: percentage metrics (mention_rate, positive_answer_rate, share_of_voice, citation_rate, citation_share, sentiment_score, first_mention_rate), count metrics (citation_count, answer_count), or position metrics (average_position). (2) Area and bar charts support only single metrics with single dimensions. (3) Line charts support up to 2 dimensions (date + optional grouping), but when using 2 dimensions only a single metric is allowed.

Parameters (2 required, 12 optional)
Required
brand_kit_idinteger

The Brand Kit ID to query analytics for

metricsarray

Metrics to calculate. Options: mention_rate (brand mention frequency, 0-100), positive_answer_rate (percentage of answers where your brand is positively mentioned, out of all answers where you have been mentioned and sentiment is determined; null when unavailable), share_of_voice (percentage of total mentions, 0-100), citation_rate (citation frequency, 0-100), citation_share (relative citation volume, 0-100), citation_count (total citations), sentiment_score (0-100, negative to positive; null when unavailable), average_position (ranking placement), answer_count (total responses), first_mention_rate (first position frequency, 0-100)

Optional
chart_typestring

Type of chart to render. Line for time series, bar for comparisons, pie for proportions, area for comparison and visualizing totals with filled area under the curve. Default: line.

Options:linebarpiearea
countriesarray

Filter by country codes (ISO 3166-1 alpha-2)

dimensionsarray

Dimensions to group by (max 3).

end_datestring

End date (YYYY-MM-DD). Defaults to yesterday. Must be before today because today's data may still be processing and is incomplete — yesterday is used to ensure robust, complete data. Leave blank unless a specific date is requested.

grainstring

Time granularity for aggregation. Default: total

Options:dailyweeklymonthlytotal
personasarray

Filter by persona IDs

providersarray

Filter by AI providers

start_datestring

Start date (YYYY-MM-DD). Default: 7 days ago

tagsarray

Filter by tags. A bare array of tag IDs matches ANY (IN). An object {"operator":"IN"|"HAS_ALL"|"NOT_IN","value":[ids]} selects the operator; HAS_ALL matches only items tagged with every listed tag; NOT_IN matches only items tagged with none of the listed tags.

themesarray

Filter sentiment data by theme IDs. Only applies to sentiment_score metric.

titlestring

Optional chart title. If not provided, a title will be auto-generated.

topicsarray

Filter by topic IDs

Automated Feedback Report

automated_feedback_report
Full Description

AirOps only feedback tool. Issues from other MCP servers should be rejected. Make sure the issue is related to AirOps MCP tools before using this tool.

Submit a feedback report when a user query cannot be resolved with existing tools or when errors occur repeatedly. Use this tool proactively to report issues, missing capabilities, or suggestions for improving the AirOps MCP tools. The report will be stored for review by the AirOpsdevelopment team. No output is generated - the tool simply acknowledges receipt.

Parameters (1 required, 3 optional)
Required
reportstring

A detailed description of the issue, including: what the user was trying to accomplish, which tools were attempted, what errors occurred (if any), and any suggestions for improvement.

Optional
brand_kit_idinteger

Optional. The brand kit ID relevant to the issue, if applicable.

metadataobject

Optional. Additional context that may help debug the issue. Examples: tool_name, error_messages, attempted_parameters, error_count.

workspace_idinteger

Optional. The workspace ID relevant to the issue, if applicable.

Bulk Update Aeo Prompt Tags

bulk_update_aeo_prompt_tags
Full Description

Apply a single tag operation (add or remove) to a batch of AEO prompts in one Brand Kit, atomically.

Operations:

  • add — adds the supplied tag_ids to each prompt's existing tags. Duplicates

are silently deduped.

  • remove — removes the supplied tag_ids from each prompt. Tags not currently

on a prompt are silently no-oped.

Specifying tags:

  • Pass tag_ids (use list_tags to discover them).
  • Tags must already exist on the Brand Kit. This tool does NOT create new tags.

Atomicity:

  • The call is fully atomic. If ANY supplied prompt_id is missing/discarded/

cross-brand-kit, or ANY tag_id is unknown on the Brand Kit, the call is refused with a validation_error listing every problem, and no taggings are changed.

  • On success, all listed prompts receive the operation in a single DB transaction.

Limits:

  • Up to 100 prompt_ids per call.

IMPORTANT: Always show the user the prompts and tags you plan to operate on, and get explicit confirmation before calling.

Parameters (4 required)
Required
brand_kit_idinteger

The Brand Kit ID that owns the prompts and tags.

operationstring

Tag operation to apply to every listed prompt.

Options:addremove
prompt_idsarray

AEO prompt (question) IDs to operate on. All must belong to the Brand Kit and not be discarded.

tag_idsarray

Tag IDs to add or remove. Must exist on the Brand Kit. Use `list_tags` to discover available tag_ids.

Bulk Update AEO Prompt Topics

bulk_update_aeo_prompt_topics
Full Description

Reassign a batch of AEO prompts to an existing topic in one Brand Kit.

Specifying the destination topic:

  • Pass topic_id (use list_topics to discover them).
  • The topic must already exist on the Brand Kit. This tool does NOT create topics.

To create a new topic first, use create_topic, then pass its id here.

Specifying prompts:

  • Pass prompt_ids (use list_aeo_prompts filtered by topic_id to find prompts

currently under a source topic).

  • IDs that are missing, discarded, or not in the Brand Kit are skipped; only

matching prompts are updated.

IMPORTANT: Always show the user the prompts and destination topic you plan to operate on, and get explicit confirmation before calling.

Parameters (3 required)
Required
brand_kit_idinteger

The Brand Kit ID that owns the prompts and topic.

prompt_idsarray

AEO prompt (question) IDs to reassign. Unknown or discarded IDs are skipped.

topic_idinteger

Destination topic ID. Must exist on the Brand Kit. Use `list_topics` to discover available topic_ids. Does NOT create topics — use `create_topic` first if needed.

Commit Aeo Prompt Assignments

commit_aeo_prompt_assignments
Full Description

Commit the current prompt-assignment draft for a Brand Kit to live. Replaces all live country, persona, and platform assignments for the brand kit's prompts with the draft data.

The workspace's estimated answers limit is enforced. If committing would push the workspace over its quota, the call is rejected with an AnswersLimitExceeded validation error containing estimated_answers and max_answers in details. Recover by calling update_aeo_prompt_assignments to adjust, or discard_aeo_prompt_assignments to abandon.

IMPORTANT:

  • This action affects live data and is not undoable except by manually editing

assignments again. Always get explicit user confirmation before calling.

  • If the human user has unsaved UI edits in the same draft, those will also be

committed. Surface this to the user before proceeding.

  • After a successful commit, a fresh empty draft is automatically re-mirrored from

the new live data. You may immediately stage further edits with update_aeo_prompt_assignments.

  • This tool does NOT return the new live estimated-answers/month. If you or the

user need the post-commit estimates, call get_aeo_prompt_assignments_status. Do NOT reuse the pre-commit draft_estimated_answers from update_aeo_prompt_assignments and do NOT compute the estimate yourself — repetition-times, persona/country/platform interactions, and concurrent edits can all shift the result.

Parameters (1 required)
Required
brand_kit_idinteger

The Brand Kit ID whose draft should be committed.

Create Aeo Persona

create_aeo_persona
Full Description

Create a new AEO persona on a Brand Kit. Personas represent the characters used to simulate AI-search queries when measuring AI visibility, citations, and mentions.

Behavior:

  • title must be unique within the Brand Kit (max 200 chars) and description is

required (max 5000 chars).

  • Optional add_to_all_prompts (default false): when true, the new persona is

also assigned to every existing live prompt in the Brand Kit. This may incur additional answer credits/month; if the workspace's estimated answers limit would be exceeded, the call is rejected with a validation_error containing estimated_answers and max_answers in details. Defaults to false so the agent does not silently incur credits.

Writing guidance: avoid including specific brand names in the persona's title or description — the LLM may then mention the brand in its answer, which the analyzer will count as a mention and skew the data.

IMPORTANT: Always show the user the persona you plan to create (title, description, and whether add_to_all_prompts is on) and get explicit confirmation before calling. You can verify the persona was created by calling list_personas sorted by created_at descending.

Parameters (3 required, 1 optional)
Required
brand_kit_idinteger

The Brand Kit ID to add the persona to.

descriptionstring

A description of the persona's perspective and concerns (max 5000 characters). Avoid including specific brand names.

titlestring

The persona title (max 200 characters). Must be unique within the Brand Kit. Example: "Enterprise CTO".

Optional
add_to_all_promptsboolean

If true, also assigns this persona to every existing live prompt in the Brand Kit (subject to the workspace answers limit). Defaults to false.

Create Aeo Prompt

create_aeo_prompt
Full Description

Create a new AEO prompt for a Brand Kit. Prompts are questions that can be asked about a brand to AI search engines, used to track AI visibility and citations.

After creation, background jobs automatically analyze the prompt on search engines, extract keywords, and compute volume metrics.

You can optionally assign countries, personas, and platforms to the prompt at creation time. The workspace's estimated answers limit is enforced — if the assignments would push the workspace over its quota, creation is rejected.

IMPORTANT: Always show the user exactly which fields you plan to use (text, topic_id, and any assignments) and ask for their confirmation before calling this tool. User confirmation is mandatory. You can verify the prompt was created by calling list_aeo_prompts sorted by created_at descending.

A topic_id is required. If the user hasn't specified a topic, use the list_topics tool first to discover available topics and either suggest one or ask the user to choose.

Parameters (3 required, 4 optional)
Required
brand_kit_idinteger

The Brand Kit ID to add the prompt to

textstring

The prompt text (max 512 characters). Must be unique within the Brand Kit.

topic_idinteger

Topic ID to associate with the prompt. Must belong to the same Brand Kit. Use `list_topics` to discover available topics and either suggest one or ask the user to choose.

Optional
countriesarray

ISO alpha-2 country codes to assign (e.g., ["US", "GB"]). Must be configured on the Brand Kit.

include_default_personaboolean

Whether to track the persona-less default baseline answer (default: true). Set false to skip the generic baseline; at least one named persona is then required.

persona_idsarray

Persona IDs to assign. Must belong to the same Brand Kit. Use `list_personas` to discover available personas.

platformsarray

Platforms to assign. Valid values: chat_gpt, gemini, perplexity, google_ai_mode, google_ai_overview.

Create Aeo Tag

create_aeo_tag
Full Description

Create a new AEO tag on a Brand Kit. Tags are user-defined labels that can be applied to prompts via bulk_update_aeo_prompt_tags.

Behavior:

  • name must be unique within the Brand Kit (case-insensitive). The model enforces

this via a unique index on (brand_kit_id, lower(name)).

  • color is optional. If omitted, a color is auto-assigned from the platform

palette. Valid colors: light_grey, grey, green, teal, blue, purple, lilac, pink, red, coral, orange.

  • This tool does NOT apply the new tag to any prompts. Use

bulk_update_aeo_prompt_tags with operation: 'add' to assign it afterward.

IMPORTANT: Always show the user the tag you plan to create (name and color) and get explicit confirmation before calling. You can verify the tag was created by calling list_tags filtered by name.

Parameters (2 required, 1 optional)
Required
brand_kit_idinteger

The Brand Kit ID to add the tag to.

namestring

The tag name. Must be unique within the Brand Kit (case-insensitive).

Optional
colorstring

Optional. Named color from the platform palette. If omitted, a color is auto-assigned.

Options:light_greygreygreentealbluepurplelilacpinkredcoralorange

Create Brand Kit Direct Upload

create_brand_kit_direct_upload
Full Description

Initiate a direct file upload for use with Brand Kit visual tools.

This returns an upload URL (pointing directly to the storage service), upload headers, and a signed_id. The workflow is: 1. Call this tool with the Brand Kit ID and file metadata (filename, content_type, byte_size, checksum). The checksum must be the Base64-encoded MD5 digest of the file contents. 2. Upload the file to the returned upload_url using an HTTP PUT with all the provided upload_headers. No additional authentication is needed — the URL is a time-limited presigned URL. Example: curl -X PUT -H "Content-Type: <type>" -H "Content-MD5: <checksum>" --upload-file <path> "<upload_url>" 3. Pass the returned signed_id to a manage tool (e.g. manage_brand_kit_logo_variant, manage_brand_kit_visual_example, or manage_brand_kit_font).

IMPORTANT: Always confirm with the user before initiating an upload.

Parameters (5 required)
Required
brand_kit_idinteger

The Brand Kit ID this file is intended for

byte_sizeinteger

Size of the file in bytes

checksumstring

Base64-encoded MD5 digest of the file contents

content_typestring

MIME type of the file

Options:image/pngimage/jpegimage/svg+xmlimage/gifimage/webpfont/ttffont/otffont/wofffont/woff2application/vnd.ms-fontobject
filenamestring

The filename including extension, e.g. "logo.png" or "brand-font.woff2"

Create Brand Kit Recap Entry

create_brand_kit_recap_entry
Full Description

Record a recap entry summarizing the changes you made to a Brand Kit.

Call this once, near the end of a session that mutated the Brand Kit draft — not for every edit. Do not call this tool if you made no Brand Kit draft mutations this session (for example, you only read the Brand Kit, suggested edits the user rejected, or worked on Playbooks, Campaigns, or Insights). Never create a recap that says nothing changed. Put the evidence behind the changes in body_markdown: verbatim quotes, source URLs, and pages.

Example: create_brand_kit_recap_entry( brand_kit_id: 123, title: "Refreshed tone & voice and added 2 regions", body_markdown: "Made the tone more concise per the latest brand guidelines (https://acme.com/brand). Added US East and US West to support the Q3 launch." )

Parameters (2 required, 1 optional)
Required
brand_kit_idinteger

The Brand Kit ID

titlestring

One-line summary of what changed (max 200 characters)

Optional
body_markdownstring

Markdown detail with the evidence behind the changes, e.g. quotes, source URLs, pages (max 4000 characters)

Create Grid

create_grid
Full Description

Create a new empty, general-purpose grid with the given name. The grid is created with a single empty sheet (zero rows, zero columns). Use add_grid_column to add columns and write_grid to add rows. If the user belongs to more than one workspace, workspace_id is required. Do not use this tool to act on AEO insights — use create_action_grid instead, which pre-populates power step columns and rows for a given AEO action type.

Parameters (1 required, 1 optional)
Required
namestring

The name for the new grid.

Optional
workspace_idinteger

Optional workspace ID. Defaults to the user's only workspace when unambiguous.

Create Grid Sheet

create_grid_sheet
Full Description

Create a new sheet (grid table) within an existing grid. The sheet is created with zero rows and zero columns. Use add_grid_column to add columns and write_grid to add rows. A grid can contain at most 10 sheets.

Parameters (2 required)
Required
grid_idinteger

The ID of the grid to add the sheet to.

namestring

The name for the new sheet.

Create Opportunity

create_opportunity
Full Description

Create one pending opportunity for a Campaign. In interactive Quill or OAuth sessions, summarize the proposed name, description, and target resources and get explicit confirmation first. Campaign strategy Playbooks infer their own Campaign. Other Playbooks must provide play_id, inspect existing Opportunities before creating more, and may create pending Opportunities without interactive confirmation when the Campaign write feature is enabled. For page_refresh, page_creation, reddit_thread_creation, and youtube_engagement Campaigns, read the matching Opportunity rationale skill and pass its complete Markdown brief unchanged in description.

Parameters (2 required, 11 optional)
Required
descriptionstring

Opportunity description.

namestring

Opportunity name.

Optional
contextsarray

Ordered supporting resources for v2 campaigns. Reddit Thread Creation accepts Brand Kit prompts and pages, not existing threads. YouTube Engagement requires every candidate video and prompt. Rejected for v1 campaigns.

end_datestring

Citation window end date (ISO 8601). Must match candidate discovery.

filtersarray

YouTube metric filters used during candidate discovery.

formatsarray

YouTube video formats used during candidate discovery.

itemsarray

Required for v1 campaigns and rejected for v2 campaigns.

play_idinteger

Campaign ID. Required except in its own Campaign strategy session.

sponsorship_statusesarray

YouTube sponsorship statuses used during candidate discovery.

start_datestring

Citation window start date (ISO 8601). Must match candidate discovery.

target_idinteger

Durable Reddit SocialContent or YouTube SocialAccount ID; omit for creation campaigns.

target_page_idinteger

Required for v2 page-refresh campaigns and rejected for creation campaigns.

target_typestring

Use SocialContent for Reddit Engagement and SocialAccount for YouTube Engagement; omit for creation campaigns.

Options:SocialAccountSocialContent

Create Page

create_page
Full Description

Add a web page to a Brand Kit's AEO pages. The URL is normalized before the page is created, and the page is associated with the Brand Kit's configured AEO domain.

The URL must be unique within the Brand Kit.

IMPORTANT: Always show the user the URL and Brand Kit you plan to use and get explicit confirmation before calling this tool. You can verify the page was created by calling list_pages filtered by URL.

Parameters (2 required)
Required
brand_kit_idinteger

The Brand Kit ID to add the page to.

urlstring

The web page URL. Must be unique within the Brand Kit.

Create Topic

create_topic
Full Description

Create a new AEO topic on a Brand Kit. Topics are categories used to group AEO prompts.

Behavior:

  • name must be unique within the Brand Kit.
  • color is optional. If omitted, a color is auto-assigned from the platform palette.

Valid colors: light_grey, grey, green, teal, blue, purple, lilac, pink, red, coral, orange.

  • This tool does NOT create or assign prompts. Use create_aeo_prompt with the returned

topic ID to add prompts to the topic.

IMPORTANT: Always show the user the topic you plan to create (name and color) and get explicit confirmation before calling. You can verify the topic was created by calling list_topics filtered by name.

Parameters (2 required, 1 optional)
Required
brand_kit_idinteger

The Brand Kit ID to add the topic to.

namestring

The topic name. Must be unique within the Brand Kit.

Optional
colorstring

Optional. Named color from the platform palette. If omitted, a color is auto-assigned.

Options:light_greygreygreentealbluepurplelilacpinkredcoralorange

Delete AEO Prompt

delete_aeo_prompt
Full Description

Delete an AEO prompt from a Brand Kit.

Use list_aeo_prompts to find the prompt ID and verify the prompt text before deletion.

IMPORTANT: This action is destructive. Always show the user the exact prompt text and get explicit confirmation before calling this tool.

Parameters (2 required)
Required
brand_kit_idinteger

The Brand Kit ID that owns the prompt.

prompt_idinteger

The ID of the prompt to remove.

Delete Aeo Tag

delete_aeo_tag
Full Description

Delete an AEO tag from a Brand Kit.

Behavior:

  • This is a HARD delete. The tag is removed from the Brand Kit entirely.
  • All taggings on prompts that referenced this tag are also deleted (cascade via

Aeo::Tag has_many :taggings, dependent: :destroy). Every prompt that had this tag will lose it.

  • The response includes tagged_prompts_count: the number of prompts that lost the

tag. Use this to communicate the blast radius back to the user.

IMPORTANT: This action is destructive and cannot be undone via this tool. Always show the user the tag name AND tagged_prompts_count (look it up first via list_tags + list_aeo_prompts if needed) and get explicit confirmation before calling.

Parameters (2 required)
Required
brand_kit_idinteger

The Brand Kit ID that owns the tag.

tag_idinteger

The tag ID to delete.

Delete Brand Kit Writing Rules

delete_brand_kit_writing_rules
Full Description

Delete one or more writing rules from a Brand Kit. This edits the Brand Kit draft version only; it does not change the active (live) version.

A failure deleting one rule does not block or roll back the others: the response reports which rules were deleted and which could not be.

IMPORTANT: Always show the user exactly which writing rules will be deleted and ask for confirmation before calling this tool.

Parameters (2 required)
Required
brand_kit_idinteger

The Brand Kit ID

writing_rule_idsarray

The IDs of the writing rules to delete (up to 10)

Delete Grid Column

delete_grid_column
Full Description

Delete a grid column and any dependent columns (e.g. workflow output columns, playbook artifact columns). Cannot delete while row executions are running for the grid table. Returns the IDs of all columns deleted.

Parameters (3 required)
Required
grid_column_idinteger

The ID of the grid column to delete.

grid_idinteger

The ID of the grid.

grid_table_idinteger

The ID of the grid table (sheet).

Delete Topic

delete_topic
Full Description

Delete an AEO topic from a Brand Kit.

Behavior:

  • This is a HARD delete. The topic is removed from the Brand Kit entirely.
  • Deletion is blocked when the topic has associated prompts. Use list_aeo_prompts

filtered by topic_id to inspect prompts before deleting.

  • Candidate questions and question recommendations for the topic are deleted by model

associations when the topic is deleted.

IMPORTANT: This action is destructive and cannot be undone via this tool. Always show the user the topic name and associated prompt count, then get explicit confirmation before calling.

Parameters (2 required)
Required
brand_kit_idinteger

The Brand Kit ID that owns the topic.

topic_idinteger

The topic ID to delete.

Discard Aeo Prompt Assignments

discard_aeo_prompt_assignments
Full Description

Discard the current prompt-assignment draft for a Brand Kit. Throws away ALL uncommitted edits — both your own and any unsaved edits the human user made in the UI — and re-mirrors a fresh empty draft from live.

Live assignments are never touched.

IMPORTANT:

  • This action is destructive and unrecoverable. Pending UI edits the user has not

committed will be lost.

  • Always get explicit user confirmation before calling.
  • Calling discard when no draft exists is a no-op; a fresh empty draft is still

created so further update_aeo_prompt_assignments calls work without setup.

Parameters (1 required)
Required
brand_kit_idinteger

The Brand Kit ID whose draft should be discarded.

Find Page Creation Matches

find_page_creation_matches
Full Description

Find possible existing or planned page matches for a bounded batch of Page Creation proposals. Searches the Brand Kit page inventory index using proposal-title tokens and also checks pending and accepted-but-unpublished Page Creation opportunities. Returns ranked candidates and match evidence; it does not classify candidates as duplicate, overlapping, or distinct.

Parameters (2 required, 1 optional)
Required
brand_kit_idinteger

Brand Kit ID.

proposalsarray
Optional
candidates_per_proposalinteger

Maximum ranked candidates returned for each proposal. Defaults to 5.

Get Aeo Ad

get_aeo_ad
Full Description

Get one ad observed in ChatGPT answers. The 'id' parameter is the observed_creative_id returned by list_aeo_ads.

Parameters (2 required, 7 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

idstring

The observed_creative_id of the ad to look up

Optional
countriesarray

Filter by the country codes the answers were collected for

end_datestring

End date for metrics (ISO 8601). Defaults to the last analysis date.

fieldsarray

Select specific fields to return. **Available fields:** - **observed_creative_id**: Fingerprint identifying one normalized creative observed in collected answers, hashed from advertiser domain, destination, title, body and image. Not an OpenAI ad ID. - **observed_family_id**: Looser fingerprint hashed from advertiser domain and a single anchor, so creative variants of the same ad collapse together. Not an OpenAI ad ID. - **advertiser_name**: Advertiser name, falling back to the domain when unknown - **advertiser_domain**: Canonical advertiser domain - **advertiser_type**: Relationship to the Brand Kit: 'owned', 'competitor' or 'other' - **logo_url**: Advertiser logo, falling back to the favicon - **title**: Ad headline - **body**: Ad copy - **image_url**: Creative image. Returned by get_aeo_ad only. - **target_url**: Normalized destination URL. Returned by get_aeo_ad only. - **appearances**: Observed occurrences of this ad in the selected period - **answers**: Distinct answers this ad appeared in during the selected period - **prompts**: Distinct prompts this ad appeared under during the selected period - **frequency**: Percentage of answers for those prompts that carried this ad (0-100) - **first_seen**: Date this ad was first observed (ISO 8601). Lifetime, not windowed. - **last_seen**: Date this ad was last observed (ISO 8601). Lifetime, not windowed. - **days_active**: Days between first and last observation, inclusive

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **topic_id** (EQ, IN): Filter by the topic IDs of the prompts the ad was observed under. An ad observed under several topics is returned for each of them. - **prompt_id** (EQ, IN): Filter by the prompt IDs the ad was observed under - **brand_mentioned** (EQUALS): Filter by prompt query type: brand or category

personasarray

Filter by persona IDs

start_datestring

Start date for metrics (ISO 8601). Defaults to 1 month ago.

tagsobject

Filter by tags. Object form { "operator": "IN" | "HAS_ALL" | "NOT_IN", "value": [tag ids] }. IN matches items tagged with ANY of the tags; HAS_ALL matches only items tagged with ALL; NOT_IN matches only items tagged with NONE.

Get Aeo Citation

get_aeo_citation
Full Description

Get prompts citing a specific URL. The 'id' parameter is the URL to look up.

Parameters (2 required, 8 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

idstring

The citation URL to look up. URL-encode special characters; the server CGI-unescapes before lookup.

Optional
countriesarray

Filter metrics by country codes

end_datestring

End date for metrics (ISO 8601). Defaults to today.

fieldsarray

Select specific fields to return. **Available fields:** - **url**: The cited URL - **domain**: Domain ID - **domain_name**: Name of the domain - **domain_category**: Category: Owned, Competitors, Social, etc. - **logo_url**: URL to the domain logo - **citation_count**: Total number of citations for this URL - **citation_count_trend**: Change in citation count vs previous period - **citation_share**: Percentage of total citations (0-100) - **citation_share_trend**: Change in citation share vs previous period - **citation_rate**: Percentage of answers citing this URL (0-100) - **citation_rate_trend**: Change in citation rate vs previous period - **influence_score**: Overall influence score (0-100) - **influence_score_breakdown**: Breakdown: coverage_score, impact_score, da_score - **page_type**: Type of page - **brand_mentioned**: Whether brand is mentioned on the page - **brand_sentiment**: Sentiment toward brand on the page - **mentioned_competitor_domains**: Competitors mentioned on the page - **domain_authority**: Domain authority score - **social**: Platform-neutral social content and account enrichment

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **domain_category** (EQUALS, IN): Filter by domain category - **domain_id** (EQ, IN): Filter by domain ID - **topic_id** (EQ, IN): Filter by topic ID - **brand_mentioned** (EQUALS): Filter by query type: brand or category - **page_type** (EQUALS): Filter by page type - **brand_referenced** (EQ): Filter by whether brand is referenced on the citing page - **brand_sentiment** (EQUALS): Filter by brand sentiment - **mentioned_competitor_domains** (IN): Filter by competitor domain IDs mentioned on the citing page - **url** (CONTAINS): Filter by case-insensitive substring match on the citation URL. Matches against the normalized URL (without scheme or www).

personasarray

Filter metrics by persona IDs

providersarray

Filter metrics by AI providers

start_datestring

Start date for metrics (ISO 8601). Defaults to 1 month ago.

tagsobject

Filter by tags. Object form { "operator": "IN" | "HAS_ALL" | "NOT_IN", "value": [tag ids] }. IN matches items tagged with ANY of the tags; HAS_ALL matches only items tagged with ALL; NOT_IN matches only items tagged with NONE.

Get Aeo Page Content Update

get_aeo_page_content_update
Full Description

Get a specific page content update by ID. Its change_detection object carries the detection status and categories, plus a nested changes array (the before/after diff) on this single-update fetch. Track content updates.

Parameters (1 required, 5 optional)
Required
idinteger

Resource ID

Optional
brand_kit_idinteger

Optional Brand Kit ID to filter content updates by

fieldsarray

Select specific fields to return. **Available fields:** - **id**: Unique identifier for the content update - **url**: The URL associated with the content update - **type**: Type of content update - **source**: Source that created the content update - **brand_kit_id**: ID of the associated Brand Kit - **workspace_id**: ID of the associated workspace - **created_at**: When the content update was created - **updated_at**: When the content update was last updated - **change_detection**: Change detection for this content update: detection status, the categories of detected changes, and whether a before/after diff is available. On a single-update fetch it also carries a nested `changes` array (the before/after diff). Null when change detection has not run for the update, including workspaces where it is not enabled.

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **url** (EQUALS, CONTAINS): Filter by content update URL - **type** (EQ, IN): Filter by content update type - **source** (EQ, IN): Filter by content update source - **brand_kit_id** (EQ): Filter by Brand Kit ID - **created_at** (GT, LT, GEQ, LEQ): Filter by creation date - **has_changes** (EQ): Filter to content updates where change detection found at least one confirmed change (true) or found none / has no detection run (false)

includesarray

Include related resources. **Available includes:** - **metadata_entries**: Include metadata key-value pairs for each event

workspace_idinteger

ID of the workspace to retrieve results from. If not provided, returns results from all workspaces the user belongs to.

Get Aeo Prompt Assignments Status

get_aeo_prompt_assignments_status
Full Description

Inspect the current prompt-assignment draft state for a Brand Kit without modifying anything. Read-only.

This is the authoritative source for workspace estimated-answers numbers (live and draft). Call it whenever you need them — never compute or guess them yourself. In particular:

  • At the start of a session, to detect a pre-existing draft from unsaved UI edits.
  • Immediately after commit_aeo_prompt_assignments, to read the new live

estimated_answers — the commit tool does not return them.

  • Before staging more changes via update_aeo_prompt_assignments, to compare

against max_answers.

Returns:

  • has_draft: whether a draft session exists for this brand kit.
  • has_changes: whether the draft has uncommitted edits relative to live (null if

no draft).

  • draft_id: the draft's ID (null if no draft).
  • live_estimated_answers: current workspace estimated answers/month based on live

assignments.

  • draft_estimated_answers: what the workspace estimated answers/month would be if

the draft were committed now (null if no draft).

  • max_answers: the workspace's effective answers limit.
  • limit_exceeded: whether committing the draft now would exceed the limit (false

if no draft).

Parameters (1 required)
Required
brand_kit_idinteger

The Brand Kit ID to inspect.

Get Answer

get_answer
Full Description

Get a specific AI answer by ID with full text content. Get a single AI answer with full details. Use this to retrieve the complete answer text (not truncated), citations, and mentions. Use includes parameter to get citations, mentions, and persona details.

Parameters (1 required, 2 optional)
Required
idinteger

Resource ID

Optional
fieldsarray

Select specific fields to return. **Available fields:** - **id**: Unique identifier for the answer - **created_at**: When the answer was created - **text**: The full answer text content - **provider**: AI provider(chat_gpt, gemini, perplexity, google_ai_mode, google_ai_overview) - **country**: Country code for this answer (e.g., US, GB) - **brand_mentioned**: Whether the brand was mentioned in the answer - **brand_cited**: Whether the brand was cited in the answer - **citations.id**: Citation ID - **citations.url**: Citation URL - **citations.title**: Citation title - **citations.position**: Citation position in the answer - **mentions.id**: Mention ID - **mentions.name**: Mentioned entity name - **mentions.position**: Mention position in the answer - **persona.id**: Persona ID - **persona.name**: Persona name - **persona.description**: Persona description

includesarray

Include related resources. **Available includes:** - **citations**: Include citations with domain details - **mentions**: Include entity mentions with domain details - **persona**: Include persona details

Get Brand Kit

get_brand_kit
Full Description

Fetch a Brand Kit's brand identity (writing_tone, writing_persona) and associated entities (product lines, audiences, content types, regions, writing rules, custom variables, visual/design assets). Call AFTER list_brand_kits confirms brand_management_enabled: true.

Decision flow

1. Specific entity by ID → includes=["<type>"], filters=[{field: "<type>.id", operator: "EQ", value: <id>}]. 2. Entity by name (product_lines, content_types, audiences, regions, custom_variables, visual_examples) → filters=[{field: "<type>.name", operator: "CONTAINS", value: "<fragment>"}]. 3. Find text content ("rule about tone", "any mention of Red List") → filter by the text field: filters=[{field: "writing_rules.text", operator: "CONTAINS", value: "tone"}]. 4. Structural discovery → small includes with fields=["<type>.id","<type>.name"] only.

Scale (typical kit vs outliers)

Most kits are small — these rarely need filtering:

  • audiences, regions, usage_rules, palettes, content_samples: usually 0-2, rarely >10
  • content_types, product_lines: usually 1-3

These have tails you must handle:

  • writing_rules: usually 3, outliers exceed 200. Never include in full without a filter —

filter by text (CONTAINS) or by id.

  • competitors: usually 10, outliers exceed 250. Include via product_lines.competitors only

when needed, and consider a name filter.

  • custom_variables: outliers exceed 150. Filter by name (CONTAINS) for known variables

(e.g. "Red List"), or by value (CONTAINS) for content.

  • Scoped writing_rules via audience/region/content_type nesting: outliers exceed 200.

Filter the parent by id or name first.

Writing rules — global vs scoped

Writing rules are EITHER global OR scoped to a single audience/content_type/region (never both). For content targeting a specific audience/region/content_type, fetch BOTH: 1. Top-level writing_rules include → global rules. 2. Nested writing_rules on the scoping parent → scoped rules. Merge client-side.

Anti-patterns

  • includes=["writing_rules","custom_variables","product_lines.competitors",

"content_types.writing_rules"] without filters → blows context on outlier kits.

  • Calling without fields on a large kit → returns full text (template_outline,

rule text, ICP) for every row.

  • Forgetting filters on writing_rules, custom_variables, or competitors — those

are the three biggest tails.

Versioning

version: "draft" reads pending edits; defaults to "active". Use active for on-brand output unless the user explicitly asks for draft.

Parameters (1 required, 5 optional)
Required
idinteger

Resource ID

Optional
fieldsarray

Select specific fields to return. **Available fields:** - **id**: Unique identifier for the Brand Kit - **workspace_name**: Name of the workspace this Brand Kit belongs to - **brand_name**: Name of the brand - **brand_url**: URL of the brand website - **brand_about**: Description/overview of the brand - **writing_persona**: The persona/voice used in brand writing - **writing_tone**: The tone of voice for brand content - **status**: Brand Kit status (pending, processing, generated, setup_flow_generated, failed, user_edited, published) - **unpublished_changes**: True when the draft version has changes not yet published. - **created_at**: When the Brand Kit was created - **updated_at**: When the Brand Kit was last updated - **draft_version_user_id**: ID of the user who last edited the draft version - **draft_version_playbook_id**: ID of the playbook that last edited the draft version - **freshener_playbook_id**: ID of the Freshener Playbook associated with this Brand Kit, if any - **product_lines.id**: Product line ID - **product_lines.name**: Product line name - **product_lines.details**: Product line details - **product_lines.positioning**: Product positioning - **product_lines.ideal_customer_profile**: Ideal customer profile - **product_lines.url**: Product line URL - **product_lines.generation_status**: Generation status (pending, running, success, error) - **audiences.id**: Audience ID - **audiences.name**: Audience name - **audiences.description**: Audience description - **content_types.id**: Content type ID - **content_types.name**: Content type name - **content_types.template_outline**: Template outline - **content_types.cta_text**: Call-to-action text - **content_types.cta_url**: Call-to-action URL - **content_types.header_case**: Header case style - **content_types.header_case_custom_value**: Custom header case value - **content_types.generation_status**: Generation status (pending, running, success, error) - **regions.id**: Region ID - **regions.name**: Region name - **regions.description**: Region description - **regions.icon_name**: Icon name - **writing_rules.id**: Writing rule ID - **writing_rules.text**: Writing rule text - **custom_variables.id**: Custom variable ID - **custom_variables.name**: Custom variable name - **custom_variables.value**: Custom variable value - **logo_variants.id**: Logo variant ID - **logo_variants.name**: Logo variant name - **logo_variants.background_color**: Background color as a hex value (e.g. #ffffff) - **logo_variants.usage_instructions**: Instructions for agents on when and how to use this logo - **logo_variants.file_url**: URL of the uploaded logo image - **logo_sizes.id**: Logo size ID - **logo_sizes.name**: Logo size name - **logo_sizes.width**: Width in pixels - **logo_sizes.height**: Height in pixels - **logo_sizes.usage_instructions**: Instructions for agents on when and how to use this logo size - **usage_rules.id**: Usage rule ID - **usage_rules.applies_to**: Category this rule applies to: "logo" (placement, spacing, backgrounds), "typography" (font usage, sizing), or "color" (palette usage, backgrounds, data viz) - **usage_rules.name**: Usage rule text - **palettes.id**: Palette ID - **palettes.name**: Palette name - **palettes.colors**: Colors in this palette - **fonts.id**: Font ID - **fonts.name**: Font name - **fonts.usage_instructions**: Usage instructions for agents - **fonts.google_font_link**: Google Fonts URL for this font - **fonts.file_url**: URL of the uploaded font file - **type_sizes.id**: Type size ID - **type_sizes.font_id**: ID of the associated font - **type_sizes.name**: Type size name - **type_sizes.weight**: Font weight - **type_sizes.size**: Font size in pixels - **type_sizes.line_height**: Line height multiplier (e.g. 1.5) - **type_sizes.usage_instructions**: Usage instructions for agents - **visual_examples.id**: Visual example ID - **visual_examples.title**: Title of the visual example - **visual_examples.sample_url**: Optional URL to a live sample - **visual_examples.file_url**: URL of the uploaded image - **visual_examples.usage_instructions**: Instructions for agents on when and how to use this visual example - **visual_examples.visual_use_case_id**: ID of the Visual Use Case this visual example is grouped under - **visual_use_cases.id**: Visual use case ID - **visual_use_cases.name**: Visual use case name - **visual_use_cases.instructions**: Free-form instructions for when and how to apply this visual use case

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **workspace_name** (EQUALS, CONTAINS): Filter by workspace name - **brand_name** (EQUALS, CONTAINS): Filter by brand name - **brand_url** (EQUALS, CONTAINS): Filter by brand URL - **status** (EQUALS, IN): Filter by Brand Kit status - **created_at** (EQ, GT, LT, GEQ, LEQ): Filter by creation date - **product_lines.id** (EQ, IN): Filter by product line ID - **product_lines.name** (EQUALS, CONTAINS): Filter by product line name - **product_lines.details** (CONTAINS): Find product lines whose details contain a substring - **product_lines.positioning** (CONTAINS): Find product lines whose positioning contains a substring - **product_lines.ideal_customer_profile** (CONTAINS): Find product lines whose ICP contains a substring - **audiences.id** (EQ, IN): Filter by audience ID - **audiences.name** (EQUALS, CONTAINS): Filter by audience name - **content_types.id** (EQ, IN): Filter by content type ID - **content_types.name** (EQUALS, CONTAINS): Filter by content type name - **content_types.template_outline** (CONTAINS): Find content types whose template_outline contains a substring - **regions.id** (EQ, IN): Filter by region ID - **regions.name** (EQUALS, CONTAINS): Filter by region name - **writing_rules.id** (EQ, IN): Filter by writing rule ID - **writing_rules.text** (CONTAINS): Find writing rules containing a substring (case-insensitive) - **custom_variables.id** (EQ, IN): Filter by custom variable ID - **custom_variables.name** (EQUALS, CONTAINS): Filter by custom variable name (e.g. "Red List") - **custom_variables.value** (CONTAINS): Find custom variables whose value contains a substring - **logo_variants.id** (EQ, IN): Filter by logo variant ID - **logo_variants.name** (EQUALS, CONTAINS): Filter by logo variant name - **logo_sizes.id** (EQ, IN): Filter by logo size ID - **logo_sizes.name** (EQUALS, CONTAINS): Filter by logo size name - **usage_rules.id** (EQ, IN): Filter by usage rule ID - **usage_rules.applies_to** (EQUALS, IN): Filter by category this rule applies to - **usage_rules.name** (CONTAINS): Find usage rules whose text contains a substring - **palettes.id** (EQ, IN): Filter by palette ID - **palettes.name** (EQUALS, CONTAINS): Filter by palette name - **fonts.id** (EQ, IN): Filter by font ID - **fonts.name** (EQUALS, CONTAINS): Filter by font name - **type_sizes.id** (EQ, IN): Filter by type size ID - **type_sizes.font_id** (EQ, IN): Filter by associated font ID - **type_sizes.name** (EQUALS, CONTAINS): Filter by type size name - **visual_examples.id** (EQ, IN): Filter by visual example ID - **visual_examples.title** (EQUALS, CONTAINS): Filter by visual example title - **visual_use_cases.id** (EQ, IN): Filter by visual use case ID - **visual_use_cases.name** (EQUALS, CONTAINS): Filter by visual use case name

includesarray

Include related resources. **Available includes:** - **product_lines**: Include product lines for this Brand Kit (can nest: competitors). Each product line has positioning, details, and ideal customer profile. Competitors include domain names, useful for link exclusion in content (can nest: competitors) - **audiences**: Include target audiences for this Brand Kit (can nest: writing_rules). Audiences define who the content is for. Nested writing_rules are scoped specifically to that audience (can nest: writing_rules) - **content_types**: Include content types for this Brand Kit (can nest: content_samples, writing_rules). Each content type has a template_outline defining structure and conventions. Nested content_samples provide reference examples; nested writing_rules are scoped to that content type (can nest: content_samples, writing_rules) - **regions**: Include regions for this Brand Kit (can nest: writing_rules). Regions define geographic/market-specific guidelines. Nested writing_rules are scoped specifically to that region (can nest: writing_rules) - **writing_rules**: Include global writing rules for this Brand Kit. These apply to all content. For content-type, audience, or region-specific rules, use the nested writing_rules under those includes instead - **custom_variables**: Include custom variables for this Brand Kit. Custom variables store brand-specific data such as forbidden language lists (Red Lists), customer quotes, terminology guidelines, or other reusable content - **logo_variants**: Include logo variants for this Brand Kit - **logo_sizes**: Include logo sizes for this Brand Kit - **usage_rules**: Include usage rules for this Brand Kit — covers logo placement, typography, color usage, and visual example styling. Filter by applies_to field to find rules for a specific category - **palettes**: Include color palettes for this Brand Kit - **fonts**: Include fonts for this Brand Kit - **type_sizes**: Include type sizes for this Brand Kit - **visual_examples**: Include visual examples for this Brand Kit — editorial illustrations, AI image generation templates, data visualizations, and infographic templates. Check titles for usage guidance (some are marked as AI-generation templates) - **visual_use_cases**: Include visual use cases for this Brand Kit — named groupings of visual examples with shared instructions for when and how to apply them. Every visual example belongs to a visual use case (via visual_use_case_id).

versionstring

Brand Kit version to read from (`active` or `draft`). Defaults to `active`.

Options:activedraft
workspace_idinteger

ID of the workspace to retrieve brand kits from. If not provided, returns brand kits from all workspaces the user belongs to.

Get Campaign

get_campaign
Full Description

Get a campaign by ID, including pending and accepted recommended campaigns, resource configuration, action grid IDs, and its recommendation record with the current hypothesis and brief when present. Campaigns are Plays that coordinate strategy playbooks, action grids, and related opportunities for improving AEO performance.

Parameters (1 required, 2 optional)
Required
idinteger

Resource ID

Optional
fieldsarray

Select specific fields to return. **Available fields:** - **id**: Campaign ID - **name**: Campaign name - **status**: Campaign status - **action_type**: Behavior this campaign performs - **resource_type**: Action-derived resource type this campaign works on - **brand_kit_id**: Brand Kit this campaign belongs to - **workspace_id**: Workspace this campaign belongs to - **strategy_playbook_id**: Strategy playbook generated for this campaign - **opportunity_schema_version**: Persisted Opportunity schema version - **created_at**: When the campaign was created - **updated_at**: When the campaign was last updated - **action_grid_id**: Action grid ID to use with grid tools - **action_grid_table_id**: Action grid table ID to use with grid tools - **custom_instructions**: Campaign-specific guidance for working related opportunities - **resource_configuration**: Campaign scope. Page refresh returns topics and folders; page creation returns topics and tags. - **recommendation**: Recommendation record, including the current hypothesis and brief_markdown, original values, and source context, if present

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **name** (EQUALS, CONTAINS): Filter by campaign name - **status** (EQUALS, IN): Filter by campaign status - **workspace_id** (EQ, IN): Filter by workspace ID - **brand_kit_id** (EQ, IN): Filter by Brand Kit ID - **resource_type** (EQUALS, IN): Filter by campaign resource type

Get Grid Row Execution Status

get_grid_row_execution_status
Full Description

Check the status of grid row executions. Returns the overall status and per-column detail for each execution. Use this after run_grid_rows() to poll for completion. Maximum 50 executions per call.

Parameters (2 required)
Required
grid_idinteger

The ID of the grid containing the executions.

row_execution_idsarray

IDs of the row executions to check (max 50).

Get Insights Settings

get_insights_settings
Full Description

Get AEO insights configuration for a Brand Kit, this includes the relevant information to use any AEO and analytics tools. Returns competitors, personas, prompt count, and other relevant information. Use list_brand_kits first to find Brand Kits with aeo_enabled: true.

Parameters (1 required, 2 optional)
Required
idinteger

Resource ID

Optional
fieldsarray

Select specific fields to return. **Available fields:** - **id**: Unique identifier for the Brand Kit - **brand_name**: Name of the brand - **brand_url**: URL of the brand website - **countries**: Array of country codes for brand targeting (e.g., ["US", "GB", "CA"]) - **aeo_enabled**: Whether AEO analytics data is available for this Brand Kit - **prompts_count**: Number of prompts/questions associated with this Brand Kit - **brand_customer**: Description of the target customer - **brand_competitors**: Information about brand competitors - **domains**: Owned domains associated with this Brand Kit - **competitors**: AEO competitors with their domain URLs - **personas**: AEO personas for this Brand Kit

workspace_idinteger

ID of the workspace to retrieve results from. If not provided, returns results from all workspaces the user belongs to.

Get Page Details

get_page_details
Full Description

Get AEO metrics for a specific web page. Page details include citation share, citation rate, unique cited questions count, and Google Search Console metrics (clicks, impressions, position, CTR) with trends.

Parameters (1 required, 3 optional)
Required
idinteger

Resource ID

Optional
end_datestring

End date for metrics period (YYYY-MM-DD format). Defaults to current date.

fieldsarray

Select specific fields to return. **Available fields:** - **id**: Unique identifier for the web page - **url**: URL of the web page - **folder**: Folder name of the web page - **primary_keyword**: Primary keyword of the web page - **tracked**: Whether the page is tracked and scraped to track content changes - **citation_share**: Citation share percentage - what percentage of all citations belong to this page - **citation_share_trend**: Citation share trend compared to previous period - **citation_rate**: Citation rate percentage - how frequently this page is cited among answers with citations - **citation_rate_trend**: Citation rate trend compared to previous period - **unique_cited_questions_count**: Number of unique questions/prompts that cite this page - **unique_cited_questions_count_trend**: Unique cited questions count trend (absolute difference from previous period) - **clicks**: Total Google Search Console clicks for this page - **clicks_trend**: Clicks trend percentage compared to previous period - **impressions**: Total Google Search Console impressions for this page - **impressions_trend**: Impressions trend percentage compared to previous period - **position**: Average Google Search Console position for this page - **position_trend**: Position trend percentage compared to previous period - **ctr**: Click-through rate (clicks / impressions) - **ctr_trend**: CTR trend compared to previous period (absolute difference)

start_datestring

Start date for metrics period (YYYY-MM-DD format). Defaults to 1 month ago.

Get Page Prompts

get_page_prompts
Full Description

Get prompts citing a specific web page. Returns AI prompts that cite the page along with citation metrics (citation_rate, mention_rate) and trends. Use includes: ["topic"] to get topic details for each prompt.Prompts are the questions that can be asked about a brand or web page. They are the search queries that are used to get AI answers with citations and mentions.

Parameters (2 required, 11 optional)
Required
brand_kit_idinteger

ID of the brand kit

web_page_idinteger

ID of the web page to get citing prompts for

Optional
countriesarray

Filter by country codes (AE, AR, AT, AU, BE, BR, CA, CH, CL, CN, CO, CZ, DE, DK, ES, FI, FR, GB, GR, HR, HU, ID, IE, IL, IN, IS, IT, JP, KE, KR, MX, MY, NG, NL, NO, NZ, PE, PH, PL, PT, SA, SE, SG, TH, TR, TW, US, VN, ZA)

end_datestring

End date for analysis period (ISO 8601 format, defaults to today)

fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Unique identifier for the prompt - **text**: The prompt text - **keyword**: Associated keyword for the prompt - **topic_id**: ID of the associated topic (if any) - **volume**: Relative volume score (0-1) indicating search popularity - **total_answers**: Total number of AI answers with citations - **answers_with_citations**: Number of answers citing this web page - **citation_rate**: Ratio of answers citing this page to total answers - **mention_rate**: Ratio of answers mentioning the brand - **citation_rate_trend**: Change in citation rate vs previous period - **mention_rate_trend**: Change in mention rate vs previous period - **volume_trend**: Change in volume vs previous period

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **topic.name** (EQUALS, CONTAINS): Filter by topic name

includesarray

Include related resources. **Available includes:** - **topic**: Include the associated topic with name

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
personasarray

Filter by persona IDs

providersarray

Filter by AI providers (e.g., chat_gpt, gemini, perplexity, google_ai_mode, google_ai_overview, claude, grok, microsoft_copilot)

start_datestring

Start date for analysis period (ISO 8601 format, defaults to 1 month ago)

topic_idsarray

Filter by topic IDs

Get Playbook Session

get_playbook_session
Full Description

Get details and events for a Playbook session. Returns session metadata (status, playbook, last event type) plus a page of content/terminal events (text, reasoning, tool_call, tool_result, artifact, waiting_input, input_received, completed, completed_with_issues, failed, cancelled). Use after_id for cursor-based pagination to read further events. Note: text and reasoning content is capped at 2000 characters (content_truncated: true indicates more exists).

Parameters (1 required, 2 optional)
Required
session_idinteger

The ID of the Playbook session to retrieve.

Optional
after_idinteger

Returns events after this ID (cursor pagination). Omit to start from the beginning.

limitinteger

Maximum number of events to return (max 50). Defaults to 20.

Get Prompt Answers

get_prompt_answers
Full Description

Get AI answers for a specific prompt/question. Prompt answers are the AI answers for a specific question/prompt asked to multiple AI providers and the answers are aggregated. The answers include whether the brand was mentioned and cited in the answer. To get full answer text, citations, and mentions, use the get_answer tool with the answer ID.

Parameters (1 required, 9 optional)
Required
prompt_idinteger

ID of the question/prompt to get answers for

Optional
countriesstring

Comma-separated country codes to filter by using the ISO 3166-1 alpha-2 format (e.g., AE,AR,AT,AU,BE,BR,CA,CH,CL,CN,CO,CZ,DE,DK,ES,FI,FR,GB,GR,HR,HU,ID,IE,IL,IN,IS,IT,JP,KE,KR,MX,MY,NG,NL,NO,NZ,PE,PH,PL,PT,SA,SE,SG,TH,TR,TW,US,VN,ZA)

end_datestring

End date for analysis period (ISO 8601 format, defaults to today)

fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Unique identifier for the answer - **created_at**: When the answer was created - **text**: The answer text content (truncated to 200 chars) - **provider**: AI provider(chat_gpt, gemini, perplexity, google_ai_mode, google_ai_overview) - **country**: Country code for this answer (e.g., US, GB) - **brand_mentioned**: Whether the brand was mentioned in the answer - **brand_cited**: Whether the brand was cited in the answer

includesarray

Include related resources. **Available includes:** - **persona**: Include persona details

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
personasstring

Comma-separated persona IDs to filter by.Use "default" for the default persona.

sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **created_at/-created_at**: Sort by answer creation date

Options:created_at-created_at
Default: -created_at
start_datestring

Start date for analysis period (ISO 8601 format, defaults to 1 month ago)

Get Report

get_report
Full Description

Get a specific report by ID with its module configurations. Reports are saved analytics views for a Brand Kit. They contain modules that display different analytics metrics.

Parameters (2 required, 3 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

idinteger

Resource ID

Optional
fieldsarray

Select specific fields to return. **Available fields:** - **id**: Unique identifier for the report - **name**: Report name - **created_at**: When the report was created - **updated_at**: When the report was last updated - **modules.id**: Unique identifier for the module - **modules.title**: Module display title - **modules.metrics**: Metrics being measured (e.g., citation_rate, mention_rate) - **modules.dimensions**: Dimensions for grouping data (e.g., date, provider) - **modules.grain**: Time aggregation level (daily, weekly, monthly, total) - **modules.visualization**: Chart type (value, line, bar, table) - **modules.filters**: Filter configuration including date range and providers - **modules.layout**: Grid layout position (x, y, w, h)

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **name** (EQUALS, CONTAINS): Filter by report name

includesarray

Include related resources. **Available includes:** - **modules**: Include the report modules with their configurations

Get Sentiment Theme Answers

get_sentiment_theme_answers
Full Description

Get individual AI answers with sentiment details for a specific theme. Returns answer text, sentiment (positive/neutral/negative), confidence score, and provider. Use this to understand WHY a theme has a particular sentiment score. Today's data is still being processed — always use yesterday (2026-10-03) or earlier as end_date.

Parameters (2 required, 8 optional)
Required
brand_kit_idinteger

The Brand Kit ID

sentiment_theme_idinteger

The sentiment theme ID to drill into. Use query_analytics with dimensions=[theme] to discover available theme IDs first.

Optional
countriesarray

Filter by country codes (ISO 3166-1 alpha-2)

end_datestring

End date (YYYY-MM-DD). Defaults to yesterday. Must be before today.

pageinteger

Page number. Default: 1

per_pageinteger

Results per page (1-50). Default: 10

personasarray

Filter by persona IDs

providersarray

Filter by AI providers

start_datestring

Start date (YYYY-MM-DD). Default: 30 days ago

topicsarray

Filter by topic IDs

Get Workflow Execution

get_workflow_execution
Full Description

Get the current status of a workflow execution started by run_workflow. This call checks once; the client can call it again while status is pending or running. review_needed means the execution is waiting for review. The response includes any output already stored, regardless of status. Failed executions also include the error code and message.

Parameters (1 required)
Required
execution_idstring

The workflow execution UUID returned by run_workflow.

Add file to Knowledge Base

knowledge_base_add_file
Full Description

Step 2 of the two-step file ingestion flow for a Knowledge Base. Consumes a signed_id returned by knowledge_base_create_direct_upload (step 1) plus the file's metadata, and registers the document with the Knowledge Base. Returns immediately with the new document_id in pending status — poll knowledge_base_get_status to monitor indexing.

Workflow: 1. Call knowledge_base_create_direct_upload with the file metadata to get back a signed_id and a presigned upload_url. 2. PUT the file bytes to the upload_url with the provided headers. 3. Call this tool with the signed_id, the desired name (used as the document's display name), the document_type MIME (must match the supported types), and an optional metadata hash.

The metadata hash, if provided, is a single-level key/value object. It replaces any existing metadata on the document (no merge) and is filterable at search time via search_knowledge_base.

Parameters (4 required, 1 optional)
Required
document_typestring

MIME type to index the document as. Typically matches the `content_type` passed to `knowledge_base_create_direct_upload`, but may intentionally differ to select a different loader (e.g. registering a `text/csv` blob as `text/plain` to bypass CSV-specific parsing).

Options:application/pdfapplication/vnd.openxmlformats-officedocument.wordprocessingml.documentapplication/vnd.openxmlformats-officedocument.presentationml.presentationapplication/vnd.ms-powerpointapplication/rtfapplication/epub+ziptext/plaintext/markdowntext/csvtext/htmlmessage/rfc822image/pngimage/jpegimage/gifimage/webpimage/svg+xml
knowledge_base_idinteger

The ID of the Knowledge Base to register the document with.

namestring

Display name for the document.

signed_idstring

The `signed_id` returned by `knowledge_base_create_direct_upload`.

Optional
metadataobject

Optional single-level key/value hash to attach to the document. Filterable via `search_knowledge_base`.

Add URLs to Knowledge Base

knowledge_base_add_urls
Full Description

Bulk-ingest one or more web pages into a Knowledge Base. Each URL becomes a separate document that fetches and indexes asynchronously. The call returns immediately with the new document IDs in pending state — poll knowledge_base_get_status to check progress.

URLs must be absolute and include the http:// or https:// scheme (e.g. https://example.com/page). No documents are created if any URL fails validation.

The metadata hash, if provided, is applied identically to every document in the batch (single-level keys only); it replaces (not merges) any existing metadata and is filterable at search time.

Parameters (2 required, 1 optional)
Required
knowledge_base_idinteger

The ID of the Knowledge Base to add URLs to.

urlsarray

One or more absolute URLs starting with `http://` or `https://` (e.g. `https://example.com/page`). Each URL becomes its own document. Bare hostnames without a scheme are rejected.

Optional
metadataobject

Optional single-level hash applied identically to every new document. Replaces existing metadata (no merge). Filterable via search_knowledge_base.

Create Knowledge Base file upload URL

knowledge_base_create_direct_upload
Full Description

Initiate a direct file upload for a Knowledge Base. Returns a presigned S3 upload URL, the required upload headers, and a signed_id you'll use with knowledge_base_add_file to register the document.

This is the first call in the two-step file ingestion flow — large files (PDFs, DOCX, MD, HTML, etc.) don't fit through the MCP transport, so the file bytes go directly from your client to S3.

Workflow: 1. Call this tool with the file metadata (filename, content_type, byte_size, checksum). The checksum must be the Base64-encoded MD5 digest of the file contents. 2. PUT the raw file bytes to the returned upload_url with all the provided upload_headers. No additional authentication is needed — the URL is a time-limited presigned URL. 3. Pass the returned signed_id to knowledge_base_add_file to register the document. Only after step 3 is the file searchable.

Example: > knowledge_base_create_direct_upload(knowledge_base_id: 1, filename: "report.pdf", content_type: "application/pdf", byte_size: 1234567, checksum: "...")

→ { signed_id: "abc...", upload_url: "https://s3...", upload_headers: { ... } }

> knowledge_base_add_file(knowledge_base_id: 1, signed_id: "abc...", name: "Q4 Report", document_type: "application/pdf")

→ { document_ids: [42], status: "pending" }

Maximum file size is 256 MB.

Parameters (5 required)
Required
byte_sizeinteger

Size of the file in bytes. Maximum: 256 MB.

checksumstring

Base64-encoded MD5 digest of the file contents.

content_typestring

MIME type of the file.

Options:application/pdfapplication/vnd.openxmlformats-officedocument.wordprocessingml.documentapplication/vnd.openxmlformats-officedocument.presentationml.presentationapplication/vnd.ms-powerpointapplication/rtfapplication/epub+ziptext/plaintext/markdowntext/csvtext/htmlmessage/rfc822image/pngimage/jpegimage/gifimage/webpimage/svg+xml
filenamestring

The filename including extension, e.g. "report.pdf" or "transcript.md".

knowledge_base_idinteger

The ID of the Knowledge Base the file will be ingested into.

Delete Knowledge Base

knowledge_base_delete
Full Description

Permanently delete a Knowledge Base and ALL of its documents. This cascades through every document in the KB and drops the underlying vectors. This action cannot be undone.

IMPORTANT: Always warn the user that deletion is permanent and irreversible, name the Knowledge Base being deleted, and ask for explicit confirmation before calling this tool.

Parameters (1 required)
Required
knowledge_base_idinteger

The ID of the Knowledge Base to delete.

Delete Knowledge Base Document

knowledge_base_delete_document
Full Description

Permanently delete a single document from a Knowledge Base. This action cannot be undone.

IMPORTANT: Always warn the user that deletion is permanent and ask for explicit confirmation before calling this tool.

Parameters (2 required)
Required
document_idinteger

The ID of the document to delete.

knowledge_base_idinteger

The ID of the Knowledge Base the document belongs to.

Get Knowledge Base Document

knowledge_base_get_document
Full Description

Read the full reconstructed text content of a Knowledge Base document end-to-end — the loader-extracted text from every chunk concatenated in position order.

Use when chunked search results aren't enough: summarizing a whole document, answering questions across an entire report, or reading back a doc before delete-and-recreate. For finding specific passages, prefer search_knowledge_base.

Returns up to max_chars characters starting at offset (defaults to 0 and 200000). When the document is larger than the slice, the response includes next_offset (the value to pass on the next call to continue reading); when fully read, next_offset is null.

For documents still indexing (status: pending) or in error (status: error), content may be empty — check status first.

Content is reconstructed by joining chunks; minor overlap or duplication between adjacent chunks is possible depending on the original loader's chunking strategy. For the original source file, use the existing download path outside MCP.

Parameters (2 required, 2 optional)
Required
document_idinteger

The ID of the document to read.

knowledge_base_idinteger

The ID of the Knowledge Base the document belongs to.

Optional
max_charsinteger

Maximum characters to return in this call (default 200000, cap 500000). For larger documents, paginate via `next_offset`.

offsetinteger

Character offset to start reading from (default 0). Use the `next_offset` from a previous call to paginate.

Get Knowledge Base Status

knowledge_base_get_status
Full Description

Get the indexing status of a Knowledge Base and its documents. Returns a Knowledge Base–level rollup (status, pending and total document counts) plus a paginated list of per-document statuses. Use this to monitor indexing after writes — only documents with status "ready" are returned by search_knowledge_base. Pass the returned cursor back to fetch the next page; pass document_ids to filter to specific documents.

Parameters (1 required, 3 optional)
Required
knowledge_base_idinteger

The ID of the Knowledge Base to inspect.

Optional
cursorinteger

Optional. Cursor token returned by a previous call. Pass it back to fetch the next page.

document_idsarray

Optional. Filter the documents array to only the listed document IDs.

itemsinteger

Optional. Page size for the documents array (1–100, default 25).

Default: 25

Manage Knowledge Base

knowledge_base_manage
Full Description

Create or update a Knowledge Base. Omit knowledge_base_id to create a new one; pass it to update an existing one. On create, name is required; pass workspace_id if you have access to more than one workspace. On update, only the fields you pass change.

Parameters (0 required, 3 optional)
Optional
knowledge_base_idinteger

Omit to create a new Knowledge Base; pass it to update an existing one.

namestring

Display name. Required on create; optional on update (omit to leave unchanged).

workspace_idinteger

Workspace ID for the new Knowledge Base. Required on create when the caller has access to multiple workspaces; inferred otherwise. Ignored on update (workspace is fixed by the existing Knowledge Base).

Update Knowledge Base Document Metadata

knowledge_base_update_document_metadata
Full Description

Replace a document's user-facing metadata in full. Accepts a single-level hash that replaces (not merges) the existing user-facing metadata. To remove a key, pass the full new hash that omits it. To clear all metadata, pass {}. Filterable at search time via search_knowledge_base.

Metadata-only — does not re-embed the document. Loader-derived metadata (scraped page metadata for URLs, chunker metadata for files) is not touched. Search filters may take a few seconds to reflect the new values.

The document must be fully indexed (status: ready) before calling this tool. If indexing isn't complete, the tool returns a validation error.

Parameters (3 required)
Required
document_idinteger

The ID of the document whose metadata to replace.

knowledge_base_idinteger

The ID of the Knowledge Base the document belongs to.

metadataobject

Single-level key/value hash. Replaces the existing user-facing metadata in full. Values must be a string, number, or boolean (no nested objects / arrays). String values are capped at 512 characters.

List Aeo Ads

list_aeo_ads
Full Description

List ads observed in ChatGPT answers for a Brand Kit. Ads observed by AirOps in collected ChatGPT answers. Rows are unique ads: observations sharing the same normalized creative are grouped into one, with appearance counts describing how often that ad was observed. Covers ads AirOps has seen in its own answer collection, so it does not describe full market coverage, targeting intent, impression delivery, or advertiser spend.

Parameters (1 required, 9 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

Optional
countriesarray

Filter by the country codes the answers were collected for

end_datestring

End date for metrics (ISO 8601). Defaults to the last analysis date.

fieldsarray

Select additional fields to return. **Optional fields:** - **observed_creative_id**: Fingerprint identifying one normalized creative observed in collected answers, hashed from advertiser domain, destination, title, body and image. Not an OpenAI ad ID. - **observed_family_id**: Looser fingerprint hashed from advertiser domain and a single anchor, so creative variants of the same ad collapse together. Not an OpenAI ad ID. - **advertiser_name**: Advertiser name, falling back to the domain when unknown - **advertiser_domain**: Canonical advertiser domain - **advertiser_type**: Relationship to the Brand Kit: 'owned', 'competitor' or 'other' - **logo_url**: Advertiser logo, falling back to the favicon - **title**: Ad headline - **body**: Ad copy - **image_url**: Creative image. Returned by get_aeo_ad only. - **target_url**: Normalized destination URL. Returned by get_aeo_ad only. - **appearances**: Observed occurrences of this ad in the selected period - **answers**: Distinct answers this ad appeared in during the selected period - **prompts**: Distinct prompts this ad appeared under during the selected period - **frequency**: Percentage of answers for those prompts that carried this ad (0-100) - **first_seen**: Date this ad was first observed (ISO 8601). Lifetime, not windowed. - **last_seen**: Date this ad was last observed (ISO 8601). Lifetime, not windowed. - **days_active**: Days between first and last observation, inclusive

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **topic_id** (EQ, IN): Filter by the topic IDs of the prompts the ad was observed under. An ad observed under several topics is returned for each of them. - **prompt_id** (EQ, IN): Filter by the prompt IDs the ad was observed under - **brand_mentioned** (EQUALS): Filter by prompt query type: brand or category

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
personasarray

Filter by persona IDs

start_datestring

Start date for metrics (ISO 8601). Defaults to 1 month ago.

tagsobject

Filter by tags. Object form { "operator": "IN" | "HAS_ALL" | "NOT_IN", "value": [tag ids] }. IN matches items tagged with ANY of the tags; HAS_ALL matches only items tagged with ALL; NOT_IN matches only items tagged with NONE.

List Aeo Advertisers

list_aeo_advertisers
Full Description

List advertisers observed in ChatGPT answers for a Brand Kit. Advertisers observed by AirOps in collected ChatGPT answers. Rows roll up every observed ad to the advertiser that ran it, identified by canonical domain. Covers ads AirOps has seen in its own answer collection, so it does not describe full market coverage, targeting intent, impression delivery, or advertiser spend. Use list_aeo_ads for the individual ads behind these counts.

Parameters (1 required, 10 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

Optional
countriesarray

Filter by the country codes the answers were collected for

end_datestring

End date for metrics (ISO 8601). Defaults to the last analysis date.

fieldsarray

Select additional fields to return. **Optional fields:** - **advertiser_id**: Stable advertiser identifier: the AirOps domain ID of the advertiser. Null when the domain could not be resolved, in which case advertiser_domain is the identity. - **advertiser_name**: Advertiser name, falling back to the domain when unknown. Resolved per advertiser, so it can vary across creatives. - **advertiser_domain**: Canonical advertiser domain - **advertiser_type**: Relationship to the Brand Kit: 'owned', 'competitor' or 'other' - **logo_url**: Advertiser logo, falling back to the favicon - **ads**: Unique ads this advertiser ran in the selected period - **appearances**: Observed occurrences of this advertiser's ads in the selected period - **answers**: Distinct answers this advertiser appeared in during the selected period - **prompts**: Distinct prompts this advertiser appeared under during the selected period - **first_seen**: Date this advertiser was first observed (ISO 8601). Lifetime, not windowed. - **last_seen**: Date this advertiser was last observed (ISO 8601). Lifetime, not windowed.

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **topic_id** (EQ, IN): Filter by the topic IDs of the prompts the advertiser was observed under - **prompt_id** (EQ, IN): Filter by the prompt IDs the advertiser was observed under - **brand_mentioned** (EQUALS): Filter by prompt query type: brand or category

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
personasarray

Filter by persona IDs

sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **advertiser_name/-advertiser_name**: Sort alphabetically by advertiser name - **advertiser_domain/-advertiser_domain**: Sort alphabetically by advertiser domain - **ads/-ads**: Sort by unique ad count. Use -ads for the most prolific first. - **appearances/-appearances**: Sort by observed occurrences - **answers/-answers**: Sort by distinct answers appeared in - **prompts/-prompts**: Sort by distinct prompts appeared under - **first_seen/-first_seen**: Sort by first observation date - **last_seen/-last_seen**: Sort by last observation date

Options:advertiser_name-advertiser_nameadvertiser_domain-advertiser_domainads-adsappearances-appearancesanswers-answersprompts-promptsfirst_seen-first_seenlast_seen-last_seen
Default: -ads
start_datestring

Start date for metrics (ISO 8601). Defaults to 1 month ago.

tagsobject

Filter by tags. Object form { "operator": "IN" | "HAS_ALL" | "NOT_IN", "value": [tag ids] }. IN matches items tagged with ANY of the tags; HAS_ALL matches only items tagged with ALL; NOT_IN matches only items tagged with NONE.

List Aeo Agent Analytics

list_aeo_agent_analytics
Full Description

List daily AI bot crawl and AI agent visit counts for a Brand Kit, one row per date, platform and crawl type. Agent Analytics: daily bot requests to the Brand Kit's tracked web pages, one row per date, platform and crawl_type with a request count. Rows with no requests are omitted. Every platform and crawl type is returned; sum the rows to reproduce the Agent Analytics tab. Paginate through every page first (loop while page <= meta.total_pages): a date range commonly has more rows than fit on one page, so summing only the first page undercounts. Tracked engines are chat_gpt, perplexity, gemini, google_ai_mode, claude. "Crawls" are rows with crawl_type ai_search or ai_training. Total Crawls: sum crawls for tracked engines. AI Agent Visits: sum user_browse for tracked engines. Top Crawling Engine: the tracked engine with the most crawls. Crawl Type Breakdown: for tracked engines, ai_search (Web Search) and ai_training (Training), each as a percentage of their combined total. Engine Breakdown: per tracked engine, ai_training (Training), ai_search (Web Search), their sum (Total Crawls) and user_browse (AI Agent Visits). Crawl Activity vs. AI Agent Visits chart: per date, sum each crawl_type across all platforms, including generic crawlers such as google and bing. AI Agent Visits over time: user_browse per date per platform; the chart shows tracked engines. Filter by web_page_id to get the same numbers for one page. Pages table Total Crawls for one page: filter by web_page_id and sum count across all rows (every platform and crawl type). Date range: as on the Agent Analytics tab, requests stamped exactly 00:00:00 on the day after end_date are included and returned as a row dated that next day. Drop rows dated after end_date to match the Pages table exactly.

Parameters (1 required, 7 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

Optional
end_datestring

End date (ISO 8601), inclusive. Defaults to today. As on the Agent Analytics tab, requests stamped exactly 00:00:00 the next day are also included, dated that next day.

fieldsarray

Select additional fields to return. **Optional fields:** - **date**: Day of the requests (ISO 8601). Can be the day after end_date for requests stamped exactly 00:00:00 that day. - **platform**: Bot platform (engine) that made the requests. One of chat_gpt, claude, perplexity, google_ai_mode, gemini, meta, google, apple, bing, bytedance, commoncrawl, other_bot. Tracked engines are chat_gpt, perplexity, gemini, google_ai_mode, claude; google is Googlebot and GoogleOther, other_bot is any other bot. - **crawl_type**: ai_search: Web Search Crawls, AI search bots fetching pages for search answers (e.g. OAI-SearchBot, PerplexityBot). ai_training: Training Crawls, AI bots collecting pages as training data (e.g. GPTBot, ClaudeBot, Google-Extended). user_browse: AI Agent Visits, AI assistants fetching pages live on behalf of a person (e.g. ChatGPT-User, Claude-User). other: any other bot request (e.g. Googlebot). - **count**: Number of requests

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **platform** (EQUALS, IN): Filter by bot platform - **crawl_type** (EQUALS, IN): Filter by crawl type - **web_page_id** (EQ): Filter to one tracked web page (id from list_pages)

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **date/-date**: Sort by date - **count/-count**: Sort by request count. Use -count for the largest first.

Options:date-datecount-count
Default: date
start_datestring

Start date (ISO 8601), inclusive. Defaults to 1 month ago.

List Aeo Citations

list_aeo_citations
Full Description

List citations (URLs) with metrics for a Brand Kit. Citations (URLs) with detailed metrics including influence score. Shows individual URLs being cited in AI answers with page-level context.

Parameters (1 required, 11 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

Optional
countriesarray

Filter metrics by country codes

end_datestring

End date for metrics (ISO 8601). Defaults to today.

fieldsarray

Select additional fields to return. **Optional fields:** - **url**: The cited URL - **domain**: Domain ID - **domain_name**: Name of the domain - **domain_category**: Category: Owned, Competitors, Social, etc. - **logo_url**: URL to the domain logo - **citation_count**: Total number of citations for this URL - **citation_count_trend**: Change in citation count vs previous period - **citation_share**: Percentage of total citations (0-100) - **citation_share_trend**: Change in citation share vs previous period - **citation_rate**: Percentage of answers citing this URL (0-100) - **citation_rate_trend**: Change in citation rate vs previous period - **influence_score**: Overall influence score (0-100) - **influence_score_breakdown**: Breakdown: coverage_score, impact_score, da_score - **page_type**: Type of page - **brand_mentioned**: Whether brand is mentioned on the page - **brand_sentiment**: Sentiment toward brand on the page - **mentioned_competitor_domains**: Competitors mentioned on the page - **domain_authority**: Domain authority score - **social**: Platform-neutral social content and account enrichment

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **domain_category** (EQUALS, IN): Filter by domain category - **domain_id** (EQ, IN): Filter by domain ID - **topic_id** (EQ, IN): Filter by topic ID - **brand_mentioned** (EQUALS): Filter by query type: brand or category - **page_type** (EQUALS): Filter by page type - **brand_referenced** (EQ): Filter by whether brand is referenced on the citing page - **brand_sentiment** (EQUALS): Filter by brand sentiment - **mentioned_competitor_domains** (IN): Filter by competitor domain IDs mentioned on the citing page - **url** (CONTAINS): Filter by case-insensitive substring match on the citation URL. Matches against the normalized URL (without scheme or www).

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
personasarray

Filter metrics by persona IDs

providersarray

Filter metrics by AI providers

sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **citation_count/-citation_count**: Sort by citation count - **citation_share/-citation_share**: Sort by citation share percentage - **citation_rate/-citation_rate**: Sort by citation rate percentage - **influence_score/-influence_score**: Sort by influence score

Options:citation_count-citation_countcitation_share-citation_sharecitation_rate-citation_rateinfluence_score-influence_score
start_datestring

Start date for metrics (ISO 8601). Defaults to 1 month ago.

tagsobject

Filter by tags. Object form { "operator": "IN" | "HAS_ALL" | "NOT_IN", "value": [tag ids] }. IN matches items tagged with ANY of the tags; HAS_ALL matches only items tagged with ALL; NOT_IN matches only items tagged with NONE.

List Aeo Domains

list_aeo_domains
Full Description

List domains cited in AI answers for a Brand Kit. Cited domains aggregated by domain with citation metrics. Shows which domains are being cited in AI answers for a Brand Kit.

Parameters (1 required, 10 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

Optional
countriesarray

Filter metrics by country codes

end_datestring

End date for metrics (ISO 8601). Defaults to today.

fieldsarray

Select additional fields to return. **Optional fields:** - **domain_id**: Unique identifier for the domain - **domain_name**: Name of the cited domain - **domain_category**: Category: Owned, Competitors, Social, Communities, etc. - **logo_url**: URL to the domain logo - **citation_count**: Total number of citations for this domain - **citation_count_trend**: Change in citation count vs previous period - **url_count**: Number of unique URLs cited from this domain - **citation_share**: Percentage of total citations (0-100) - **citation_share_trend**: Change in citation share vs previous period - **citation_rate**: Percentage of answers citing this domain (0-100) - **citation_rate_trend**: Change in citation rate vs previous period

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **domain_category** (EQUALS, IN): Filter by domain category - **topic_id** (EQ, IN): Filter by topic ID - **brand_mentioned** (EQUALS): Filter by query type: brand or category - **page_type** (EQUALS): Filter by page type - **brand_referenced** (EQ): Filter by whether brand is referenced on the citing page - **brand_sentiment** (EQUALS): Filter by brand sentiment on the citing page - **domain_name** (CONTAINS): Filter by case-insensitive substring match on the domain name.

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
personasarray

Filter metrics by persona IDs

providersarray

Filter metrics by AI providers

sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **citation_count/-citation_count**: Sort by citation count - **citation_share/-citation_share**: Sort by citation share percentage - **citation_rate/-citation_rate**: Sort by citation rate percentage

Options:citation_count-citation_countcitation_share-citation_sharecitation_rate-citation_rate
start_datestring

Start date for metrics (ISO 8601). Defaults to 1 month ago.

List Aeo Page Content Updates

list_aeo_page_content_updates
Full Description

List page content updates for a workspace. Track content updates.

Parameters (0 required, 8 optional)
Optional
brand_kit_idinteger

Optional Brand Kit ID to filter content updates by

fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Unique identifier for the content update - **url**: The URL associated with the content update - **type**: Type of content update - **source**: Source that created the content update - **brand_kit_id**: ID of the associated Brand Kit - **workspace_id**: ID of the associated workspace - **created_at**: When the content update was created - **updated_at**: When the content update was last updated - **change_detection**: Change detection for this content update: detection status, the categories of detected changes, and whether a before/after diff is available. On a single-update fetch it also carries a nested `changes` array (the before/after diff). Null when change detection has not run for the update, including workspaces where it is not enabled.

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **url** (EQUALS, CONTAINS): Filter by content update URL - **type** (EQ, IN): Filter by content update type - **source** (EQ, IN): Filter by content update source - **brand_kit_id** (EQ): Filter by Brand Kit ID - **created_at** (GT, LT, GEQ, LEQ): Filter by creation date - **has_changes** (EQ): Filter to content updates where change detection found at least one confirmed change (true) or found none / has no detection run (false)

includesarray

Include related resources. **Available includes:** - **metadata_entries**: Include metadata key-value pairs for each event

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **created_at/-created_at**: Sort by creation date - **updated_at/-updated_at**: Sort by last update date - **url/-url**: Sort alphabetically by URL

Options:created_at-created_atupdated_at-updated_aturl-url
Default: -created_at
workspace_idinteger

ID of the workspace to retrieve results from. If not provided, returns results from all workspaces the user belongs to.

List Aeo Prompts

list_aeo_prompts
Full Description

List AEO prompts for a specific Brand Kit. Questions are the AI prompts that can be asked about a brand. They are used to get AI answers with citations and mentions.

Parameters (1 required, 12 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

Optional
countriesarray

Filter metrics by country codes

end_datestring

End date for metrics (ISO 8601). Defaults to today.

fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Unique identifier for the prompt - **text**: The prompt text - **keyword**: Associated keyword for the prompt - **brand_mentioned**: Whether the brand is mentioned in the prompt - **prompt_volume**: Prompt volume level - **search_volume**: Actual search volume behind the prompt_volume level - **topic_id**: ID of the associated topic - **created_at**: When the prompt was created - **updated_at**: When the prompt was last updated - **mention_rate**: Percentage of AI answers mentioning the brand (0-100) - **positive_answer_rate**: Percentage of answers where your brand is positively mentioned, out of all answers where you have been mentioned and sentiment is determined - **citation_rate**: Percentage of AI answers citing the brand (0-100) - **mention_rate_trend**: Change in mention_rate vs previous period - **positive_answer_rate_trend**: Change in positive_answer_rate vs previous period - **citation_rate_trend**: Change in citation_rate vs previous period - **query_fanouts**: Search queries the AI ran internally when answering this question. Each entry has text (the raw query), normalized_text (lowercase/trimmed), and observations_count (how many times it appeared — higher = stronger signal). Empty if query fanout capture is not enabled for your workspace or if we do not support it for this provider. - **countries**: ISO alpha-2 country codes currently assigned to the prompt (live). - **persona_ids**: IDs of personas currently assigned to the prompt (live). Use `list_personas` to resolve to titles. - **platforms**: AI platforms currently assigned to the prompt (live). - **est_answers_mo**: Estimated monthly answer credits this prompt will consume given its current live country, persona, and platform assignments.

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **text** (EQUALS, CONTAINS): Filter by prompt text - **strategy** (EQ, IN): Filter by strategy: 0 = manual, 1 = deep_research - **brand_mentioned** (EQ): Filter by whether brand is mentioned - **topic_id** (EQ, IN): Filter by topic ID - **prompt_volume** (EQUALS, IN): Filter by prompt volume level - **mention_rate** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by mention rate percentage (0-100) - **positive_answer_rate** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by positive answer rate percentage (0-100) - **citation_rate** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by citation rate percentage (0-100) - **country** (EQ, IN): Filter prompts by an assigned country (ISO alpha-2). EQ matches a single code; IN matches any in the list. - **persona_id** (EQ, IN): Filter prompts by an assigned persona ID. Use `list_personas` to discover persona IDs. - **platform** (EQ, IN): Filter prompts by an assigned AI platform.

includesarray

Include related resources. **Available includes:** - **topic**: Include the associated topic - **tags**: Include the associated tags

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
personasarray

Filter metrics by persona IDs

providersarray

Filter metrics by AI providers

sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **text/-text**: Sort alphabetically by prompt text - **created_at/-created_at**: Sort by creation date - **prompt_volume/-prompt_volume**: Sort by prompt volume level - **mention_rate/-mention_rate**: Sort by mention rate - **positive_answer_rate/-positive_answer_rate**: Sort by positive answer rate - **citation_rate/-citation_rate**: Sort by citation rate

Options:text-textcreated_at-created_atprompt_volume-prompt_volumemention_rate-mention_ratepositive_answer_rate-positive_answer_ratecitation_rate-citation_rate
start_datestring

Start date for metrics (ISO 8601). Defaults to 1 month ago.

tagsobject

Filter by tags. Object form { "operator": "IN" | "HAS_ALL" | "NOT_IN", "value": [tag ids] }. IN matches items tagged with ANY of the tags; HAS_ALL matches only items tagged with ALL; NOT_IN matches only items tagged with NONE.

List Answers

list_answers
Full Description

List AI answers for a brand kit with filters for date range, providers, countries, prompt_id, and brand_mentioned. Individual AI answers with their cited URLs and brand/competitor mentions.

Parameters (1 required, 9 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

Optional
brand_mentionedboolean

When set, filter to answers where the brand was (or was not) mentioned.

countriesarray

Filter by ISO alpha-2 country codes.

end_datestring

End date (ISO 8601) on aeo_analyses.created_at. Defaults to today.

fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Answer ID - **date**: Analysis date (YYYY-MM-DD) - **text**: Answer text. Truncated to 200 chars with ellipsis on list; full on show. - **prompt**: Prompt (question) text - **intent_stage**: Prompt intent stage - **citations**: URLs cited by the answer (deduped) - **mentions**: Brand names mentioned in the answer (self brand + competitors) - **persona**: Persona name or "default" - **provider**: AI provider - **country**: ISO alpha-2 country code - **brand_mentioned**: Whether the brand was mentioned in this answer

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
prompt_idinteger

Filter answers by a single prompt (question) ID.

providersarray

Filter by AI providers.

start_datestring

Start date (ISO 8601) on aeo_analyses.created_at. Defaults to 30 days ago.

List Artifact Comments

list_artifact_comments
Full Description

List human comment threads anchored to artifacts from a Playbook session. Each thread includes its artifact path, highlighted anchor text, surrounding context, comments, authors, timestamps, and resolution state. Suggestions are counted separately. Optionally filter comments and the suggestion count to one artifact using artifact_path.

Parameters (1 required, 1 optional)
Required
session_idinteger

The Playbook session whose artifact comments should be listed.

Optional
artifact_pathstring

Exact artifact path (e.g. artifacts/external/report.md). Omit to list all artifacts.

List Brand Kit Owned Subreddits

list_brand_kit_owned_subreddits
Full Description

List a Brand Kit’s owned Reddit subreddits. During Reddit thread creation Campaign setup, show these options and ask which subreddit to use; also allow the user to provide a new subreddit. Use the selected owned_social_account_id when creating or updating the draft.

Parameters (1 required)
Required
brand_kit_idinteger

Brand Kit ID.

List Brand Kits

list_brand_kits
Full Description

List all Brand Kits the user has access to. Returns brand_management_enabled and aeo_enabled flags for each brand kit. Use get_brand_kit for brand management details, or get_insights_settings for AEO configuration. Optionally filter by workspace_name, workspace_id, brand_management_enabled, or aeo_enabled. IMPORTANT: If multiple brand kits are returned and the user has not specified which one to use, present the list and ask them to confirm. Do NOT arbitrarily pick one.

Parameters (0 required, 7 optional)
Optional
fieldsarray

Select additional fields to return. Default fields (id, brand_name, brand_about, brand_url, workspace_name, brand_management_enabled, aeo_enabled) are always included. **Optional fields:** - **created_at**: When the Brand Kit was created - **updated_at**: When the Brand Kit was last updated

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **workspace_name** (EQUALS, CONTAINS): Filter by workspace name - **brand_name** (EQUALS, CONTAINS): Filter by brand name - **brand_url** (EQUALS, CONTAINS): Filter by brand URL - **brand_management_enabled** (EQ): Filter by whether the Brand Kit is enabled for brand management - **aeo_enabled** (EQ): Filter by whether AEO analytics data is available

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **brand_name/-brand_name**: Sort alphabetically by brand name - **created_at/-created_at**: Sort by creation date

Options:brand_name-brand_namecreated_at-created_at
versionstring

Brand Kit version to read from (`active` or `draft`). Defaults to `active`.

Options:activedraft
workspace_idinteger

ID of the workspace to retrieve results from. If not provided, returns results from all workspaces the user belongs to.

List Campaigns

list_campaigns
Full Description

List campaigns the authenticated user has access to. Request resource_configuration and custom_instructions when comparing Campaign scope. Use get_campaign to retrieve full details for a campaign. Campaigns are Plays that coordinate strategy playbooks, action grids, and related opportunities for improving AEO performance.

Parameters (0 required, 5 optional)
Optional
fieldsarray

Select additional fields to return. Default fields (id, name, status, action_type, resource_type, brand_kit_id, workspace_id, strategy_playbook_id, opportunity_schema_version, created_at, updated_at) are always included. **Optional fields:** - **action_grid_id**: Action grid ID to use with grid tools - **action_grid_table_id**: Action grid table ID to use with grid tools - **custom_instructions**: Campaign-specific guidance for working related opportunities - **resource_configuration**: Campaign scope. Page refresh returns topics and folders; page creation returns topics and tags.

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **name** (EQUALS, CONTAINS): Filter by campaign name - **status** (EQUALS, IN): Filter by campaign status - **workspace_id** (EQ, IN): Filter by workspace ID - **brand_kit_id** (EQ, IN): Filter by Brand Kit ID - **resource_type** (EQUALS, IN): Filter by campaign resource type

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **name/-name**: Sort by campaign name - **created_at/-created_at**: Sort by creation date - **updated_at/-updated_at**: Sort by last updated date

Options:name-namecreated_at-created_atupdated_at-updated_at
Default: -updated_at

List Grids

list_grids
Full Description

List grids the authenticated user has access to. Use includes=[\"grid_tables.grid_columns\"] to get table and column structure needed for read_grid and write_grid calls. Grids are spreadsheet-like tables for organizing and processing data. Each grid contains one or more tables (sheets), and each table has columns and rows. Use includes to retrieve table and column structure needed for read_grid and write_grid calls.

Parameters (0 required, 6 optional)
Optional
fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Grid ID (use as grid_id in read_grid/write_grid) - **name**: Grid name - **workspace_id**: Workspace this grid belongs to

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **name** (EQUALS, CONTAINS): Filter by grid name - **workspace_id** (EQ): Filter by workspace ID

includesarray

Include related resources. **Available includes:** - **grid_tables**: Include grid tables (sheets) with their columns (can nest: grid_columns)

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **name/-name**: Sort by grid name - **updated_at/-updated_at**: Sort by last updated date - **created_at/-created_at**: Sort by creation date

Options:name-nameupdated_at-updated_atcreated_at-created_at
Default: -updated_at

List Knowledge Bases

list_knowledge_bases
Full Description

List all Knowledge Bases the authenticated user has access to. Knowledge Bases store documents for semantic search. Use the status field to determine if a Knowledge Base is searchable (status: "ready").

Parameters (0 required, 5 optional)
Optional
fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Unique identifier for the Knowledge Base - **name**: Human-readable name of the Knowledge Base - **workspace_id**: ID of the workspace this Knowledge Base belongs to - **status**: Current status. Only "ready" Knowledge Bases can be searched. - **document_count**: Total number of documents in this Knowledge Base

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **workspace_name** (EQUALS, CONTAINS): Filter by workspace name - **name** (EQUALS, CONTAINS): Filter by Knowledge Base name. Use EQUALS for exact match, CONTAINS for partial. - **workspace_id** (EQ): Filter by workspace ID to list Knowledge Bases from a specific workspace.

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **name/-name**: Sort alphabetically by Knowledge Base name - **created_at/-created_at**: Sort by creation date

Options:name-namecreated_at-created_at

List Opportunities

list_opportunities
Full Description

List opportunities for a campaign. V1 responses include matching opportunity items; v2 responses include parent review state, the target page, and ordered contexts. Reddit Thread Creation Campaigns support a next_cursor to inspect earlier ideas before proposing more.

Parameters (1 required, 3 optional)
Required
play_idinteger

Campaign ID.

Optional
cursorinteger

Next cursor for a Reddit Thread Creation Campaign returned by the previous page.

limitinteger

Maximum number of opportunities to return. Defaults to 30.

statusarray

Optional item statuses for v1 or parent statuses for v2. Defaults to all.

List Pages

list_pages
Full Description

List web pages with daily metrics (AEO citations, GSC clicks/impressions, GA4 traffic, and configured GA4 key events) for a brand kit. Supports filtering by metrics and text fields, sorting, and pagination.Web page metrics are the daily metrics of citations, clicks, impressions, traffic, configured GA4 key events, and AI bot crawls (Agent Analytics) for a specific web page. Crawl metrics are zero when no bot requests match the selected date range.

Parameters (1 required, 10 optional)
Required
brand_kit_idinteger

ID of the brand kit to retrieve web page metrics for

Optional
amplitude_event_namesarray

Optional configured Amplitude event names to include. If omitted, all active Amplitude events configured for the brand kit are included when the feature is enabled.

end_datestring

End date for analysis period (ISO 8601 format, defaults to today)

event_namesarray

Optional configured GA4 key event names to include. If omitted, all active key events configured for the brand kit are included.

fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Unique identifier for the web page - **web_page_id**: Web page ID (same as id) - **url**: Full URL of the web page - **folder_name**: First path segment of the URL (folder/section) - **primary_keyword**: Primary keyword associated with this page - **tracked**: Whether the page is tracked and scraped to track content changes - **citations_count**: Number of citations this page received - **citations_count_diff**: Percentage change in citations vs comparison period - **citation_rate**: Ratio of citing answers to total answers with citations - **citation_rate_diff**: Absolute change in citation rate vs comparison period - **prompts_count**: Number of unique prompts citing this page - **prompts_count_diff**: Change in prompts count vs comparison period - **clicks**: Google Search Console clicks - **clicks_diff**: Percentage change in clicks vs comparison period - **impressions**: Google Search Console impressions - **impressions_diff**: Percentage change in impressions vs comparison period - **ctr**: Click-through rate (clicks/impressions) - **ctr_diff**: Absolute change in CTR vs comparison period - **position**: Average search position - **position_diff**: Percentage change in position vs comparison period - **traffic**: GA4 active users - **traffic_diff**: Percentage change in traffic vs comparison period - **sessions**: GA4 sessions count - **sessions_diff**: GA4 Percentage change in sessions vs comparison period - **engagement**: GA4 engaged sessions - **engagement_diff**: GA4Percentage change in engagement vs comparison period - **average_session_engagement**: GA4 Average session duration in seconds - **average_session_engagement_diff**: GA4 Percentage change in average session duration vs comparison period - **events**: Configured GA4 key events for this page. Each event includes event_name, event_count, and event_diff. - **amplitude_events**: Configured Amplitude events for this page. Each event includes event_name, totals, and totals_diff. - **user_browse**: AI Agent Visits: requests from AI assistants fetching this page live on behalf of a person (e.g. ChatGPT-User, Claude-User) - **ai_training**: Training Crawls: requests from AI bots collecting this page as training data (e.g. GPTBot, ClaudeBot, Google-Extended) - **ai_search**: Web Search Crawls: requests from AI search bots fetching this page for search answers (e.g. OAI-SearchBot, PerplexityBot)

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **clicks** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by GSC clicks count - **impressions** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by GSC impressions count - **ctr** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by click-through rate - **position** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by average search position - **citations_count** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by citation count - **citation_rate** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by citation rate - **prompts_count** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by prompts count - **traffic** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by GA4 traffic - **sessions** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by GA4 sessions - **engagement** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by GA4 engaged sessions - **average_session_engagement** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by average session duration - **user_browse** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by AI Agent Visits - **ai_training** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by Training Crawls - **ai_search** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by Web Search Crawls - **clicks_diff** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by clicks change percentage - **impressions_diff** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by impressions change percentage - **ctr_diff** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by CTR change - **position_diff** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by position change percentage - **citations_count_diff** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by citations change percentage - **citation_rate_diff** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by citation rate change - **prompts_count_diff** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by prompts count change - **traffic_diff** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by traffic change percentage - **sessions_diff** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by sessions change percentage - **engagement_diff** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by engagement change percentage - **average_session_engagement_diff** (EQ, NEQ, GT, LT, GEQ, LEQ): Filter by average session duration change - **last_refreshed_at** (LEQ): Filter by pages last refreshed before a preset window. Valid values: 1m, 3m, 6m, 1y. - **url** (EQUALS, CONTAINS, STARTS_WITH, IN): Filter by page URL. Use CONTAINS for partial match. - **folder_name** (EQUALS, CONTAINS, STARTS_WITH, IN): Filter by folder/section name - **primary_keyword** (EQUALS, CONTAINS, STARTS_WITH, IN): Filter by primary keyword - **session_source** (EQUALS, CONTAINS, STARTS_WITH, IN): Filter by GA4 session source. Valid values: (direct), google, chatgpt.com, perplexity.ai, perplexity, reddit.com, gemini.google.com, youtube.com, linkedin, linkedin.com, lnkd.in, bing, claude.ai - **session_medium** (EQUALS, CONTAINS, STARTS_WITH, IN): Filter by GA4 session medium. Valid values: organic, cpc, email, social, direct, referral - **tracked** (EQ): Filter by tracked status

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
smart_filterstring

Apply a predefined filter preset. **Available presets:** - **almost_page_one**: Pages ranking 10-20 - **losing_clicks**: Pages losing clicks despite stable rankings - **rankings_slipping**: Pages declining in SERP - **losing_ai_visibility**: Pages losing AI citations - **citation_rate_decline**: Pages losing citation rate - **stale_pages**: Pages not updated in 6 months

Options:almost_page_onelosing_clicksrankings_slippinglosing_ai_visibilitycitation_rate_declinestale_pages
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **url/-url**: Sort alphabetically by URL - **folder_name/-folder_name**: Sort alphabetically by folder name - **citations_count/-citations_count**: Sort by citation count - **citations_count_diff/-citations_count_diff**: Sort by citation change - **citation_rate/-citation_rate**: Sort by citation rate - **citation_rate_diff/-citation_rate_diff**: Sort by citation rate change - **prompts_count/-prompts_count**: Sort by prompts count - **prompts_count_diff/-prompts_count_diff**: Sort by prompts count change - **clicks/-clicks**: Sort by GSC clicks - **clicks_diff/-clicks_diff**: Sort by clicks change - **impressions/-impressions**: Sort by GSC impressions - **impressions_diff/-impressions_diff**: Sort by impressions change - **ctr/-ctr**: Sort by click-through rate - **ctr_diff/-ctr_diff**: Sort by CTR change - **position/-position**: Sort by search position - **position_diff/-position_diff**: Sort by position change - **traffic/-traffic**: Sort by GA4 traffic - **traffic_diff/-traffic_diff**: Sort by traffic change - **sessions/-sessions**: Sort by GA4 sessions - **sessions_diff/-sessions_diff**: Sort by sessions change - **engagement/-engagement**: Sort by GA4 engagement - **engagement_diff/-engagement_diff**: Sort by engagement change - **average_session_engagement/-average_session_engagement**: Sort by avg session duration - **average_session_engagement_diff/-average_session_engagement_diff**: Sort by avg session duration change - **user_browse/-user_browse**: Sort by AI Agent Visits - **ai_training/-ai_training**: Sort by Training Crawls - **ai_search/-ai_search**: Sort by Web Search Crawls

Options:url-urlfolder_name-folder_namecitations_count-citations_countcitations_count_diff-citations_count_diffcitation_rate-citation_ratecitation_rate_diff-citation_rate_diffprompts_count-prompts_countprompts_count_diff-prompts_count_diffclicks-clicksclicks_diff-clicks_diffimpressions-impressionsimpressions_diff-impressions_diffctr-ctrctr_diff-ctr_diffposition-positionposition_diff-position_difftraffic-traffictraffic_diff-traffic_diffsessions-sessionssessions_diff-sessions_diffengagement-engagementengagement_diff-engagement_diffaverage_session_engagement-average_session_engagementaverage_session_engagement_diff-average_session_engagement_diffuser_browse-user_browseai_training-ai_trainingai_search-ai_search
Default: -citations_count
start_datestring

Start date for analysis period (ISO 8601 format, defaults to 1 month ago)

List Personas

list_personas
Full Description

List personas for a specific Brand Kit. Personas are the characters that can be used to ask questions about a brand. They are used to get AI answers with citations and mentions.

Parameters (1 required, 5 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

Optional
fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Unique identifier for the persona - **title**: The persona title - **description**: The persona description - **created_at**: When the persona was created - **updated_at**: When the persona was last updated

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **title** (EQUALS, CONTAINS): Filter by persona title

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **title/-title**: Sort alphabetically by persona title - **created_at/-created_at**: Sort by creation date

Options:title-titlecreated_at-created_at

List Playbook Sessions

list_playbook_sessions
Full Description

List Playbook sessions in a workspace with optional filtering by playbook, status, or full-text search (searches session name and creator name). Returns sessions in reverse chronological order with pagination.

Parameters (1 required, 5 optional)
Required
workspace_idinteger

The workspace to list sessions from.

Optional
pageinteger

Page number (1-based). Defaults to 1.

per_pageinteger

Number of sessions per page (max 50). Defaults to 20.

playbook_idinteger

Filter sessions by playbook ID.

searchstring

Full-text search across session name and creator name.

statusstring

Filter by session status.

Options:pendingqueuedrunningwaiting_inputhuman_reviewyieldedyielded_with_issuesfailedinterruptedinitialization_failedarchived

List Reports

list_reports
Full Description

List saved analytics reports for a specific Brand Kit. Reports are saved analytics views for a Brand Kit. They contain modules that display different analytics metrics.

Parameters (1 required, 6 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

Optional
fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Unique identifier for the report - **name**: Report name - **created_at**: When the report was created - **updated_at**: When the report was last updated

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **name** (EQUALS, CONTAINS): Filter by report name

includesarray

Include related resources. **Available includes:** - **modules**: Include the report modules with their configurations

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **name/-name**: Sort alphabetically by report name - **created_at/-created_at**: Sort by creation date - **updated_at/-updated_at**: Sort by last update

Options:name-namecreated_at-created_atupdated_at-updated_at

List Tags

list_tags
Full Description

List tags for a specific Brand Kit. Tags are user-defined labels applied to prompts within a Brand Kit. They are typically used to filter analytics by arbitrary groupings (e.g. priority, campaign, theme) that go beyond topics.

Parameters (1 required, 5 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

Optional
fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Unique identifier for the tag - **name**: The tag name - **color**: The tag color (hex code)

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **name** (EQUALS, CONTAINS): Filter by tag name

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **name/-name**: Sort alphabetically by tag name - **created_at/-created_at**: Sort by creation date

Options:name-namecreated_at-created_at

List Topics

list_topics
Full Description

List topics for a specific Brand Kit. Topics are the categories of questions that can be asked about a Brand Kit. They are used to group questions together and to create a taxonomy of questions.

Parameters (1 required, 5 optional)
Required
brand_kit_idinteger

The ID of the Brand Kit

Optional
fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Unique identifier for the topic - **name**: The topic name - **color**: The topic color (hex code)

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **name** (EQUALS, CONTAINS): Filter by topic name

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **name/-name**: Sort alphabetically by topic name - **created_at/-created_at**: Sort by creation date

Options:name-namecreated_at-created_at

List Workspaces

list_workspaces
Full Description

List all workspaces the authenticated user has access to. Workspaces are the top-level container for all resources in the AirOps platform. A user can have multiple workspaces, and each workspace can have multiple resources like Brand Kits, Pages, Prompts, etc.

Parameters (0 required, 5 optional)
Optional
fieldsarray

Select additional fields to return. **Optional fields:** - **id**: Unique identifier for the workspace - **name**: Human-readable workspace name set by the user - **slug**: URL-friendly identifier derived from workspace name and ID - **tier**: Subscription tier (e.g., "free", "pro", "platform") determining available features

filtersarray

Filter results. Nested fields (e.g. `writing_rules.text`) filter within an included association and require that association in `includes`. **Available fields:** - **name** (EQUALS, CONTAINS): Filter by workspace name. Use EQUALS for exact match, CONTAINS for partial. - **tier** (EQ, IN): Filter by subscription tier. Use EQ for single tier, IN for multiple.

pageinteger

Page number

Default: 1
per_pageinteger

Items per page

Default: 25
sortstring

Sort field. Prefix with - for descending. **Available sort fields:** - **name/-name**: Sort alphabetically by workspace name (A-Z ascending, Z-A descending) - **created_at/-created_at**: Sort by creation date. Use -created_at for newest first (recommended default).

Options:name-namecreated_at-created_at

Manage Brand Kit Audience

manage_brand_kit_audience
Full Description

Create or update an audience for a Brand Kit draft. Omit id to create a new audience; provide id to update an existing one. On update, only provided fields are changed. This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 3 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
descriptionstring

Audience description

idinteger

Audience ID (omit to create new)

namestring

Audience name (required on create)

Manage Brand Kit Competitor

manage_brand_kit_competitor
Full Description

Create or update a competitor for a Brand Kit. Omit id to create a new competitor; provide id to update an existing one. On update, only provided fields are changed. Competitors must be associated with at least one product line from the same brand kit. This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 5 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
detailsstring

Freeform markdown notes about the competitor (positioning, strengths, etc.)

domainstring

Competitor domain (e.g. "example.com")

idinteger

Competitor ID (omit to create new)

namestring

Competitor name (required on create)

product_line_idsarray

Product line IDs to associate (must belong to this brand kit, at least one required)

Manage Brand Kit Content Sample

manage_brand_kit_content_sample
Full Description

Create or update a content sample for a Brand Kit. Omit id to create a new content sample; provide id to update an existing one. On create, provide either url (content will be extracted asynchronously) or content (plain text, stored immediately). On update, only content, url, audience_ids, and region_ids can be changed. This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 6 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
audience_idsarray

Audience IDs to associate (must belong to this brand kit). Pass [] to clear.

contentstring

Plain text content for the sample. On create, provide either content or url (not both).

content_type_idinteger

Content type ID (required on create, must belong to this brand kit)

idinteger

Content sample ID (omit to create new)

region_idsarray

Region IDs to associate (must belong to this brand kit). Pass [] to clear.

urlstring

URL of the content sample. On create, provide either url or content (not both).

Manage Brand Kit Content Type

manage_brand_kit_content_type
Full Description

Create or update a content type for a Brand Kit. Omit id to create a new content type; provide id to update an existing one.

On create, you may provide a sample_url to seed the content type with a content sample:

  • If only sample_url is provided (no content fields), the system will scrape the URL and use AI to generate all content type fields automatically.
  • If sample_url is provided along with content fields, the URL will be scraped for reference but the provided field values will be kept as-is.
  • If no sample_url is provided, the content type is created with the given fields only.

On update, only provided fields are changed and sample_url is ignored. This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 8 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
cta_textstring

Call-to-action text

cta_urlstring

Call-to-action URL

header_casestring

Header case style

Options:title_casesentence_casecustom
header_case_custom_valuestring

Custom header case rules (when header_case is custom)

idinteger

Content type ID (omit to create new)

namestring

Content type name (required on create)

sample_urlstring

URL of a content sample (only used on create)

template_outlinestring

Template outline

Manage Brand Kit Custom Variable

manage_brand_kit_custom_variable
Full Description

Before creating a custom variable, you MUST analyze the user's intent and suggest the appropriate Brand Kit dimension instead. Map the request to these alternatives first:

  • Region + Writing Rule: For location/language-specific instructions (e.g., "US writing tone", "UK spelling")
  • Audience + Writing Rule: For audience-specific guidelines (e.g., "developer tone", "enterprise style")
  • Content Type: For format-specific rules (e.g., "blog post structure", "email CTA")
  • Writing Rule (global): For general writing guidelines
  • Writing Tone / Writing Persona: For overall voice and style

Create or update a custom variable for a Brand Kit. Omit id to create a new custom variable; provide id to update an existing one. On create, name and value are required. On update, only provided fields are changed. This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 3 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
idinteger

Custom variable ID (omit to create new)

namestring

Custom variable name (required on create)

valuestring

Custom variable value (required on create, editable on update)

Manage Brand Kit Font

manage_brand_kit_font
Full Description

Create or update a font for a Brand Kit. Omit id to create a new font; provide id to update an existing one. On update, only provided fields are changed.

To attach a font file, either:

  • Use signed_id with the token from create_brand_kit_direct_upload after direct upload (preferred).
  • Use file_url with a publicly accessible URL to a font file (TTF, OTF, WOFF, WOFF2, or EOT).

Alternatively, provide google_font_link with a Google Fonts URL.

This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 6 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
file_urlstring/null

Publicly accessible URL to a font file (TTF, OTF, WOFF, WOFF2, or EOT). Use signed_id instead if the file was uploaded via create_brand_kit_direct_upload. Pass null or empty to leave the existing file unchanged.

google_font_linkstring/null

Google Fonts URL for this font (e.g. https://fonts.google.com/specimen/Inter). Pass null or empty string to clear.

idinteger

Font ID (omit to create new)

namestring

Font name, e.g. "Inter" or "Brand Heading Font" (required on create)

signed_idstring/null

Signed blob ID returned by create_brand_kit_direct_upload after a direct upload. Preferred over file_url when the user has a local file. Pass null to leave the existing file unchanged.

usage_instructionsstring/null

Instructions for agents on when and how to use this font. Pass null or empty string to clear.

Manage Brand Kit Logo Size

manage_brand_kit_logo_size
Full Description

Create or update a logo size for a Brand Kit. Omit id to create a new logo size; provide id to update an existing one. On update, only provided fields are changed.

At least one of width or height must be provided on create.

This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 5 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
heightinteger/string/null

Height in pixels. Pass null to clear.

idinteger

Logo size ID (omit to create new)

namestring

Logo size name, e.g. "Web Banner" or "Social Media Square" (required on create)

usage_instructionsstring/null

Instructions for agents on when and how to use this logo size. Pass null to clear.

widthinteger/string/null

Width in pixels. Pass null to clear.

Manage Brand Kit Logo Variant

manage_brand_kit_logo_variant
Full Description

Create or update a logo variant for a Brand Kit. Omit id to create a new logo variant; provide id to update an existing one. On update, only provided fields are changed.

To attach a logo image, either:

  • Use signed_id with the token from create_brand_kit_direct_upload after direct upload (preferred).
  • Use file_url with a publicly accessible URL to a PNG or SVG image.

Always provide usage_instructions when creating a logo variant — describe when and how to use this logo (e.g. "Primary logo for light backgrounds", "Monochrome version for print materials").

This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 6 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
background_colorstring/null

Background color as a hex value (e.g. #ffffff). Pass null to clear.

file_urlstring/null

Publicly accessible URL to a PNG or SVG image. Use signed_id instead if the file was uploaded via create_brand_kit_direct_upload. Pass null to leave the existing file unchanged.

idinteger

Logo variant ID (omit to create new)

namestring

Logo variant name, e.g. "Primary Logo" or "Dark Background Logo" (required on create)

signed_idstring/null

Signed blob ID returned by create_brand_kit_direct_upload after a direct upload. Preferred over file_url when the user has a local file. Pass null to leave the existing file unchanged.

usage_instructionsstring/null

Instructions for agents on when and how to use this logo, e.g. "Use on dark backgrounds only". Pass null to clear.

Manage Brand Kit Palette

manage_brand_kit_palette
Full Description

Create or update a color palette for a Brand Kit. Omit id to create a new palette; provide id to update an existing one. On update, only provided fields are changed.

This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 2 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
idinteger

Palette ID (omit to create new)

namestring

The palette name, e.g. "Primary" (required on create)

Manage Brand Kit Palette Color

manage_brand_kit_palette_color
Full Description

Create or update a color within a Brand Kit palette. Omit id to create a new color; provide id to update an existing one. On create, palette_id is required. On update, only provided fields are changed.

This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 5 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
idinteger

Color ID (omit to create new)

namestring

Color name, e.g. "Brand Blue" (required on create)

palette_idinteger

The palette ID (required on create)

usage_instructionsstring

Instructions for agents on when and how to use this color

valuestring

Hex color value, e.g. "#0055ff" (required on create)

Manage Brand Kit Product Line

manage_brand_kit_product_line
Full Description

Create or update a product line for a Brand Kit. Omit id to create a new product line; provide id to update an existing one. On update, only provided fields are changed. This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 6 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
detailsstring

Product line details

idinteger

Product line ID (omit to create new)

ideal_customer_profilestring

Ideal customer profile

namestring

Product line name (required on create)

positioningstring

Product positioning

urlstring

Product line URL

Manage Brand Kit Region

manage_brand_kit_region
Full Description

Create or update a region for a Brand Kit. Omit id to create a new region; provide id to update an existing one. On update, only provided fields are changed. This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 4 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
descriptionstring

Region description

icon_namestring/null

Flag icon name (e.g. flag-us, flag-gb). Pass empty string or null to clear.

Options:flag-adflag-aeflag-afflag-agflag-aiflag-alflag-amflag-aoflag-arflag-asflag-atflag-auflag-awflag-azflag-baflag-bbflag-bdflag-beflag-bfflag-bgflag-bhflag-biflag-bjflag-bnflag-boflag-brflag-bsflag-btflag-bwflag-byflag-bzflag-caflag-cdflag-cfflag-cgflag-chflag-ciflag-ckflag-clflag-cmflag-cnflag-coflag-crflag-cuflag-cvflag-cwflag-cyflag-czflag-deflag-djflag-dkflag-dmflag-doflag-dzflag-ecflag-eeflag-egflag-enflag-erflag-esflag-etflag-euflag-fiflag-fjflag-fkflag-fmflag-foflag-frflag-gaflag-gbflag-gdflag-geflag-ggflag-ghflag-giflag-glflag-gmflag-gnflag-gqflag-grflag-gtflag-guflag-gwflag-gyflag-hkflag-hnflag-hrflag-htflag-huflag-idflag-ieflag-ilflag-imflag-inflag-ioflag-iqflag-irflag-isflag-itflag-jeflag-jmflag-joflag-jpflag-keflag-kgflag-khflag-kiflag-kmflag-kpflag-krflag-kwflag-kyflag-kzflag-laflag-lbflag-lcflag-liflag-lkflag-lrflag-lsflag-ltflag-luflag-lvflag-lyflag-maflag-mcflag-mdflag-meflag-mgflag-mhflag-mkflag-mlflag-mmflag-mnflag-moflag-mpflag-mrflag-msflag-mtflag-muflag-mvflag-mwflag-mxflag-myflag-mzflag-naflag-neflag-nfflag-ngflag-niflag-nlflag-noflag-npflag-nrflag-nuflag-nzflag-omflag-paflag-peflag-pfflag-pgflag-phflag-pkflag-plflag-pnflag-prflag-psflag-ptflag-pwflag-pyflag-qaflag-roflag-rsflag-ruflag-rwflag-saflag-sbflag-scflag-sdflag-seflag-sgflag-siflag-skflag-slflag-smflag-snflag-soflag-srflag-ssflag-stflag-svflag-sxflag-syflag-szflag-tcflag-tdflag-tgflag-thflag-tjflag-tkflag-tlflag-tmflag-tnflag-toflag-trflag-ttflag-tvflag-twflag-tzflag-uaflag-ugflag-usflag-uyflag-uzflag-vaflag-vcflag-veflag-vgflag-viflag-vnflag-vuflag-wlflag-wsflag-xkflag-yeflag-zaflag-zmflag-zw
idinteger

Region ID (omit to create new)

namestring

Region name (required on create)

Manage Brand Kit Type Size

manage_brand_kit_type_size
Full Description

Create or update a type size for a Brand Kit. Omit id to create a new type size; provide id to update an existing one. On update, only provided fields are changed.

This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 7 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
font_idinteger/null

ID of the font this type size belongs to

idinteger

Type size ID (omit to create new)

line_heightnumber/null

Line height as a decimal multiplier, e.g. 1.5.

namestring

Type size name, e.g. "H1 Display" or "Body Regular" (required on create)

sizeinteger/null

Font size in pixels.

usage_instructionsstring/null

Instructions for agents on when and how to use this type size. Pass null or empty string to clear.

weightinteger/null

Font weight as an integer (100–900), e.g. 400 or 700.

Manage Brand Kit Usage Rule

manage_brand_kit_usage_rule
Full Description

Create or update a usage rule for a Brand Kit. Omit id to create a new usage rule; provide id to update an existing one. On update, only provided fields are changed. applies_to is set on creation and cannot be changed.

This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 3 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
applies_tostring

What this rule applies to. Required on create; ignored on update.

Options:logocolortypography
idinteger

Usage rule ID (omit to create new)

namestring

The usage rule text, e.g. "Use only on white backgrounds" (required on create)

Manage Brand Kit Visual Example

manage_brand_kit_visual_example
Full Description

Create or update a visual example for a Brand Kit's Data Visualization section. Omit id to create a new visual example; provide id to update an existing one. On update, only provided fields are changed.

Visual examples must be grouped under a Visual Use Case — pass visual_use_case_id on create. Use manage_brand_kit_visual_use_case first if no use case exists yet.

To attach an image, either:

  • Use signed_id with the token from create_brand_kit_direct_upload after direct upload (preferred).
  • Use file_url with a publicly accessible URL to an image.

This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 7 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
file_urlstring/null

Publicly accessible URL to a PNG, JPG, SVG, GIF, or WebP image. Use signed_id instead if the file was uploaded via create_brand_kit_direct_upload. Pass null to leave the existing file unchanged.

idinteger

Visual example ID (omit to create new)

sample_urlstring/null

Optional URL to a live sample. Pass null to clear.

signed_idstring/null

Signed blob ID returned by create_brand_kit_direct_upload after a direct upload. Preferred over file_url when the user has a local file. Pass null to leave the existing file unchanged.

titlestring

Title of the visual example, e.g. "Dashboard Overview" (required on create)

usage_instructionsstring/null

Instructions for agents on when and how to use this visual example. Pass null to clear.

visual_use_case_idinteger

ID of the Visual Use Case to group this visual example under. Required on create. Use `manage_brand_kit_visual_use_case` to create or list visual use cases on this brand kit.

Manage Brand Kit Visual Use Case

manage_brand_kit_visual_use_case
Full Description

Create or update a Visual Use Case for a Brand Kit. A Visual Use Case is a named grouping of visual examples that share a common set of instructions for when and how to apply them (e.g., "Hero sections", "Social posts", "Email headers").

Omit id to create a new visual use case; provide id to update an existing one. On update, only provided fields are changed.

This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 3 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
idinteger

Visual use case ID (omit to create new)

instructionsstring/null

Free-form instructions for when and how to apply the visual examples grouped under this visual use case. Pass null to clear.

namestring

Name of the visual use case, e.g. "Hero sections" (required on create)

Manage Brand Kit Writing Rule

manage_brand_kit_writing_rule
Full Description

Create or update a writing rule for a Brand Kit. Omit id to create a new rule; provide id to update an existing one.

Scoping: A rule can optionally be scoped to exactly one dimension — a single content type, audience, OR region. Provide at most one of content_type_id, audience_id, or region_id on create. They are mutually exclusive. A rule with no scoping is global (applies everywhere).

Scoping is immutable: it is set on create only. On update, only text can be changed. This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be created or changed and ask for confirmation before calling this tool.

Parameters (1 required, 5 optional)
Required
brand_kit_idinteger

The Brand Kit ID

Optional
audience_idinteger

Audience ID to scope this rule to (mutually exclusive with content_type_id and region_id). Only on create.

content_type_idinteger

Content type ID to scope this rule to (mutually exclusive with audience_id and region_id). Only on create.

idinteger

Writing rule ID (omit to create new)

region_idinteger

Region ID to scope this rule to (mutually exclusive with content_type_id and audience_id). Only on create.

textstring

Writing rule text (required on create)

Publish Brand Kit

publish_brand_kit
Full Description

Publish a Brand Kit's current draft so changes become active. This promotes the current draft to active and creates a fresh draft from it.

IMPORTANT: Always confirm with the user before publishing.

Parameters (1 required)
Required
brand_kit_idinteger

The Brand Kit ID to publish

Publish Playbook

publish_playbook
Full Description

Explicitly publish the current Playbook draft as a new active version. Call only after the user has reviewed the draft and asked to publish it.

Parameters (1 required, 1 optional)
Required
playbook_idinteger

The Playbook draft to publish.

Optional
notesstring/null

Optional notes for the new version.

Query Analytics

query_analytics
Full Description

Query analytics data for a Brand Kit with flexible metrics, dimensions, and filters. Today's data is still being processed — always use yesterday (2026-10-03) or earlier as end_date . "Use this to set appropriate date ranges when users ask about recent metrics without specifying dates. IMPORTANT: USE chart_image_url WHEN YOU NEED TO EMBED A CHART IN NOTION/GOOGLE DOCS, ETC."

Parameters (2 required, 14 optional)
Required
brand_kit_idinteger

The Brand Kit ID to query analytics for

metricsarray

Metrics to calculate. Options: mention_rate (brand mention frequency, 0-100), positive_answer_rate (percentage of answers where your brand is positively mentioned, out of all answers where you have been mentioned and sentiment is determined; null when unavailable), share_of_voice (percentage of total mentions, 0-100), citation_rate (citation frequency, 0-100), citation_share (relative citation volume, 0-100), citation_count (total citations), sentiment_score (0-100, negative to positive; null when unavailable), average_position (ranking placement), answer_count (total responses), first_mention_rate (first position frequency, 0-100)

Optional
brand_mentionedstring

Filter by prompt type. Options: category (generic prompts - recommended for accurate visibility metrics), brand (prompts mentioning the brand). Defaults to category if not specified

Options:brandcategory
countriesarray

Filter by country codes (ISO 3166-1 alpha-2)

dimensionsarray

Dimensions to group by (max 3).

end_datestring

End date (YYYY-MM-DD). Defaults to yesterday. Must be before today because today's data may still be processing and is incomplete — yesterday is used to ensure robust, complete data. Leave blank unless a specific date is requested.

grainstring

Time granularity for aggregation. Default: total

Options:dailyweeklymonthlytotal
limitinteger

Maximum rows to return (1-5000). Default: 100

offsetinteger

Number of records to skip for pagination. Default: 0. Use with limit to page through large result sets.

order_bystring

Custom sort order (e.g., "citation_count DESC")

personasarray

Filter by persona IDs

providersarray

Filter by AI providers

start_datestring

Start date (YYYY-MM-DD). Default: 7 days ago

tagsarray

Filter by tags. A bare array of tag IDs matches ANY (IN). An object {"operator":"IN"|"HAS_ALL"|"NOT_IN","value":[ids]} selects the operator; HAS_ALL matches only items tagged with every listed tag; NOT_IN matches only items tagged with none of the listed tags.

themesarray

Filter sentiment data by theme IDs. Only applies to sentiment_score metric.

topicsarray

Filter by topic IDs

Read Grid

read_grid
Full Description

Read rows from a grid table. Returns rows as objects with column titles as keys. Use list_grids() to discover available grids and their table/column structure. Supports filtering by column values, selecting specific columns, and pagination. Returns up to 100 rows per page (default 50). Cell values are truncated to 500 characters by default (configurable up to 2000 via the truncate parameter); truncated values end with a marker showing their full length. Use read_grid_cell() to fetch the complete value of a specific cell. Playbook columns include active-version artifact metadata for mapping their outputs into playbook or workflow columns with add_grid_column().

Parameters (2 required, 5 optional)
Required
grid_idinteger

The ID of the grid to read from.

grid_table_idinteger

The ID of the grid table (sheet) to read.

Optional
column_idsarray

Optional list of column IDs to include. If omitted, all columns are returned.

filtersarray

Optional filters to apply.

limitinteger

Number of rows to return (1-100, default 50).

offsetinteger

Row offset for pagination (default: 0). Use with limit to page through results.

truncateinteger

Maximum number of characters per cell value (default 500, max 2000). Truncation is always applied; use read_grid_cell to read a full cell value.

Read Grid Cell

read_grid_cell
Full Description

Read the full value of a single grid cell. read_grid() truncates cell values; use this tool when you need the complete content of one cell (e.g. a full article, brief, or HTML payload). Identify the cell via the row __id and column id returned by read_grid().

Parameters (4 required)
Required
column_idinteger

The grid column ID (from the columns array returned by read_grid).

grid_idinteger

The ID of the grid.

grid_table_idinteger

The ID of the grid table (sheet).

row_idinteger

The row ID (the __id field returned by read_grid).

Read Playbook Output

read_playbook_output
Full Description

Read the complete text of one Playbook session output. Select exactly one output with event_id or artifact_path. Event content and text artifacts are returned in character pages; pass next_offset back as offset to continue reading. Settled collaborative text artifacts are read from their current editor document before the session volume so edits made after the run are reflected immediately. Binary artifacts are not supported.

Parameters (1 required, 4 optional)
Required
session_idinteger

The ID of the Playbook session containing the output.

Optional
artifact_pathstring

A path under artifacts/external/ in the session volume. Provide exactly one selector.

event_idinteger

The ID of a text-bearing event in the session. Provide exactly one selector.

max_charsinteger

Maximum characters to return (default 20000, max 200000).

offsetinteger

Character offset to start reading from. Defaults to 0.

Reject Opportunity

reject_opportunity
Full Description

Reject pending opportunities for a campaign. For v2 campaigns, pass opportunity_ids; opportunity item selection and rejection reasons are v1-only. Before calling this tool, summarize the opportunities or opportunity items that will be rejected and get explicit user confirmation.

Parameters (1 required, 3 optional)
Required
play_idinteger

Campaign ID.

Optional
opportunity_idsarray

Opportunity IDs to reject. Required for v2; for v1 this rejects every pending item in each opportunity.

opportunity_item_idsarray

V1-only opportunity item IDs to reject. Use this for item-level rejection.

rejection_reasonstring

V1-only optional reason to store on rejected opportunity items.

Run Grid Rows

run_grid_rows
Full Description

Trigger execution of one or more grid rows. This runs all workflow (app execution) columns for each specified row in dependency order. Execution is asynchronous — this tool returns immediately with execution metadata. Use get_grid_row_execution_status() to check progress. Maximum 50 rows per call.

Parameters (3 required)
Required
grid_idinteger

The ID of the grid containing the rows to execute.

grid_row_idsarray

IDs of the grid rows to execute (max 50).

grid_table_idinteger

The ID of the grid table (sheet) containing the rows.

Search Knowledge Base

search_knowledge_base
Full Description

Search a Knowledge Base for relevant content using semantic similarity. Use list_knowledge_bases() first to find available Knowledge Bases and their IDs. Only Knowledge Bases with status "ready" can be searched.

Parameters (2 required, 1 optional)
Required
knowledge_base_idinteger

The ID of the Knowledge Base to search.

querystring

The search query. Use natural language to describe what you are looking for.

Optional
top_kinteger

Number of results to return (1-20, default 5).

Track Aeo Page Content Update

track_aeo_page_content_update
Full Description

Track a page content update (publish/refresh) to correlate future analytics with content changes.

Call this tool after a page is published or refreshed through a CMS (e.g. WordPress, Webflow, Contentful) or any MCP server that modifies page content. This lets AirOps correlate page performance metrics — AI visibility, citations, mentions — with specific content updates over time.

The URL must match a domain configured in one of the workspace's Brand Kits. If no matching Brand Kit domain is found, the content update cannot be created. If the URL matches multiple Brand Kits (for example regional variants sharing a domain), a content update is created for each, routed by the most specific brand_url path (e.g. "https://example.com/es/post" maps to the Brand Kit whose brand_url is "https://example.com/es/").

IMPORTANT: Always show the user exactly which fields you plan to use (url, type, source) and ask for their confirmation before calling this tool. User confirmation is mandatory.

Parameters (3 required)
Required
typestring

The type of content update to track

Options:page_publishedpage_refreshed
urlstring

The page URL to track. The URL must belong to a brand_url or domain configured in one of the workspace's Brand Kits (use get_insights_settings to see domains). For example, if the Brand Kit domain is "example.com", URLs like "https://example.com/blog/post" will match.

workspace_idinteger

The workspace ID to create the content update in

Update Aeo Prompt Assignments

update_aeo_prompt_assignments
Full Description

Update the country, persona, and platform assignments of one or more existing AEO prompts on a Brand Kit. Writes to the brand kit's draft session ONLY — changes do NOT take effect until you call commit_aeo_prompt_assignments.

Semantics:

  • For each entry in prompts, a non-empty array REPLACES that prompt's current

draft assignments for the given dimension.

  • An empty array CLEARS that dimension on the prompt.
  • Omitting a dimension or passing null leaves that dimension UNCHANGED.
  • At most 100 prompts can be updated per call.

Workflow: 1. Call update_aeo_prompt_assignments to stage your changes in the draft. 2. Inspect limit_exceeded in the response. If true, the workspace would exceed its estimated-answers quota on commit. Adjust by calling update_aeo_prompt_assignments again, or call discard_aeo_prompt_assignments to abandon. 3. When ready, call commit_aeo_prompt_assignments to apply the draft to live. Always confirm with the user before committing.

IMPORTANT — shared draft with the UI:

  • There is one draft per brand kit, shared between MCP and the human-facing UI.
  • If the user has unsaved UI edits, your edits accumulate in the same draft. A

subsequent commit will publish both sets of edits together; a discard will destroy both. Surface this to the user before committing or discarding.

To discover prompt IDs and current assignments, use list_aeo_prompts. To inspect current draft state without modifying it, use get_aeo_prompt_assignments_status.

Parameters (2 required)
Required
brand_kit_idinteger

The Brand Kit ID owning the prompts to update.

promptsarray

Per-prompt assignment updates. Empty arrays clear a dimension; omitted or null dimensions remain unchanged.

Update Aeo Tag

update_aeo_tag
Full Description

Update an existing AEO tag's name and/or color on a Brand Kit.

Behavior:

  • At least one of name or color must be provided.
  • If name is provided, it must remain unique within the Brand Kit

(case-insensitive).

  • Valid colors: light_grey, grey, green, teal, blue, purple, lilac, pink, red, coral, orange.
  • Existing taggings on prompts are preserved — only the tag's own attributes change.

IMPORTANT: Always show the user the tag (current name) and the change you plan to apply, and get explicit confirmation before calling. You can verify the change by calling list_tags.

Parameters (2 required, 2 optional)
Required
brand_kit_idinteger

The Brand Kit ID that owns the tag.

tag_idinteger

The tag ID to update.

Optional
colorstring

Optional. New color from the platform palette.

Options:light_greygreygreentealbluepurplelilacpinkredcoralorange
namestring

Optional. New name for the tag. Must be unique within the Brand Kit (case-insensitive).

Update Brand Kit

update_brand_kit
Full Description

Update a Brand Kit's base fields. Only provided fields are changed. Use get_brand_kit first to see current values.

Updatable fields include brand identity (name, URL, about) and writing style (persona, tone). This tool edits the Brand Kit draft version only; it does not change the active (live) version.

IMPORTANT: Always show the user exactly which fields will be changed and ask for confirmation before calling this tool.

Parameters (1 required, 5 optional)
Required
brand_kit_idinteger

The Brand Kit ID to update

Optional
brand_aboutstring

Description/overview of the brand

brand_namestring

Name of the brand

brand_urlstring

URL of the brand website

writing_personastring

The persona/voice used in brand writing

writing_tonestring

The tone of voice for brand content

Update Topic

update_topic
Full Description

Update an existing AEO topic's name and/or color on a Brand Kit.

Behavior:

  • At least one of name or color must be provided.
  • If name is provided, it must remain unique within the Brand Kit.
  • Valid colors: light_grey, grey, green, teal, blue, purple, lilac, pink, red, coral, orange.
  • Existing prompt assignments are preserved. This tool cannot move a topic to another

Brand Kit.

IMPORTANT: Always show the user the topic (current name) and the change you plan to apply, and get explicit confirmation before calling. You can verify the change by calling list_topics.

Parameters (2 required, 2 optional)
Required
brand_kit_idinteger

The Brand Kit ID that owns the topic.

topic_idinteger

The topic ID to update.

Optional
colorstring

Optional. New color from the platform palette.

Options:light_greygreygreentealbluepurplelilacpinkredcoralorange
namestring

Optional. New name for the topic. Must be unique within the Brand Kit.

Write Grid

write_grid
Full Description

Create or update rows in a grid table. When mode is 'create', rows are added as new rows with column titles as keys. When mode is 'update', each row must include a '__id' key with the row ID to update. To update a single cell, pass a single-element array with the row ID and the column to change. Maximum 1000 rows per operation.

Parameters (4 required)
Required
grid_idinteger

The ID of the grid to write to.

grid_table_idinteger

The ID of the grid table (sheet) to write to.

modestring

'create' to add new rows, 'update' to modify existing rows (requires __id in each row).

Options:createupdate
rowsarray

Array of row objects. Keys are column titles, values are cell values. For update mode, include __id with the row ID.