CueScout

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

Check if ChatGPT or Perplexity names a brand for a buying question, and if AI bots can read a site.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "CueScout": {
      "url": "https://mcp.cuescout.com/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (14)

• check_ai_visibility read-only

  Use this when someone asks whether an AI answer engine names or cites a brand for a buying question, or which other brands it names. Sends one question to one search-grounded engine through its API and returns whether the brand was named, whether its domain was cited, which of the listed competitors were named, and the pages the answer cited. Each call is a fresh API request with no account history or personalization, and one question is one datapoint, not an overall visibility score.

  Parameters:

  • brand (required) — string — The brand or product name to look for in the answer.
  • question (required) — string — A question a buyer would actually type, e.g. "best tool for tracking AI search visibility". Not a keyword: the engines answer questions.
  • domain — string — The brand's domain. Supplying it enables citation detection, not just name matching.
  • engine — string — Which engine answers: perplexity (the default) or chatgpt.
  • competitors — array — Up to 3 competitor names to check for in the same answer.

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• check_ai_readiness read-only

  Use this when someone asks whether AI engines can read, crawl or quote their website, or wants an AI-readiness audit of a site. Runs eight checks: AI crawler access in robots.txt, llms.txt, Organization and FAQ schema, canonical and meta tags, server-rendered copy, and whether an about page and a pricing page exist. It does not measure whether any engine actually cites the site. No AI call, nothing stored.

  Parameters:

  • url (required) — string — The site or page URL to check. A bare domain like example.com is fine.

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• check_ai_crawler_access read-only

  Use this when someone asks why their site never shows up in AI answers, or whether GPTBot, ClaudeBot, PerplexityBot or Google-Extended can crawl it. Reads the site's robots.txt and reports which of those crawlers are blocked, including by a blanket rule the owner may not have meant. One fetch, no AI.

  Parameters:

  • url (required) — string — The site or page URL to check. A bare domain like example.com is fine.

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• validate_structured_data read-only

  Use this when someone wants their schema markup or JSON-LD checked on a specific page. Reports which schema types the page declares, which blocks fail to parse, and whether the fields that help an engine attribute a claim (sameAs, Organization identity, FAQ answers) are filled in. One fetch, no AI.

  Parameters:

  • url (required) — string — The site or page URL to check. A bare domain like example.com is fine.

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• check_sitemap read-only

  Use this when someone wants their XML sitemap checked. Reports whether a site's sitemap is reachable, parses, is declared in robots.txt, and is free of cross-host entries a crawler discards. A handful of fetches, no AI.

  Parameters:

  • url (required) — string — The site or page URL to check. A bare domain like example.com is fine.

  Hints: read-only yes · destructive no · idempotent not declared · open-world yes

• get_profile read-only

  Use this when someone asks which CueScout account is connected. Returns the account name and email.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• list_brands read-only

  Use this to see which brands the connected CueScout account tracks, with their sites and the competitors set for each. The other account tools take one of these brands.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_ai_visibility read-only

  Use this when someone asks how visible their brand is in AI answers, what their share of AI voice is, or how they compare with competitors. Reads the results CueScout already collected for the brand: how often AI answers named it, its share of voice, how often its site was cited, and the same for each competitor, over the last 7, 28 or 90 days. It does not run new checks.

  Parameters:

  • days — number — The window to report on, in days. Defaults to 28.
  • brand — string — Which brand, by name or id, when the account tracks more than one. Leave empty to use the only brand; list_brands shows them all.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• list_prompts read-only

  Use this when someone asks which questions CueScout tracks for their brand, which ones the brand is missing from, or who gets named instead. Returns each tracked prompt with the latest verdict per engine (named and cited, named, or not named), the brand's mention and citation rate over the window, and the brands named instead.

  Parameters:

  • days — number — The window to report on, in days. Defaults to 28.
  • brand — string — Which brand, by name or id, when the account tracks more than one. Leave empty to use the only brand; list_brands shows them all.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_prompt_answers read-only

  Use this when someone wants to read what the AI engines actually answered to one of their tracked prompts. Returns the most recent answer from each engine, whether the brand was named or cited, which brands were named, and the pages each answer cited.

  Parameters:

  • prompt_id (required) — string — The prompt id, from list_prompts.
  • brand — string — Which brand, by name or id, when the account tracks more than one. Leave empty to use the only brand; list_brands shows them all.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• list_citation_sources read-only

  Use this when someone asks which websites or pages AI answers rely on in their brand's category, or where they should try to get mentioned. Returns the pages cited most often across the brand's tracked prompts, with how many times each was cited, by which engines, and which brands each page names.

  Parameters:

  • days — number — The window to report on, in days. Defaults to 28.
  • brand — string — Which brand, by name or id, when the account tracks more than one. Leave empty to use the only brand; list_brands shows them all.
  • limit — integer — How many pages to return. Defaults to 15.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• list_todos read-only

  Use this when someone asks what they should do next to show up in AI answers. Returns CueScout's To-dos for the brand in priority order: the action, why it matters and its priority. Filter by status: todo (default), suggested, done or dismissed.

  Parameters:

  • brand — string — Which brand, by name or id, when the account tracks more than one. Leave empty to use the only brand; list_brands shows them all.
  • status — string

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_todo read-only

  Use this when someone wants the details of one To-do: why it matters, the steps to do it, and the evidence behind it.

  Parameters:

  • todo_id (required) — string — The To-do id, from list_todos.
  • brand — string — Which brand, by name or id, when the account tracks more than one. Leave empty to use the only brand; list_brands shows them all.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

• get_site_audit read-only

  Use this when someone asks whether AI engines can read their own brand's site, based on CueScout's last audit of it: crawler access, llms.txt, schema, meta tags, server-rendered copy, and about and pricing pages. Reads the stored result; it does not re-run the audit.

  Parameters:

  • brand — string — Which brand, by name or id, when the account tracks more than one. Leave empty to use the only brand; list_brands shows them all.

  Hints: read-only yes · destructive no · idempotent not declared · open-world no

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