CueScout
Server Details
Check if ChatGPT or Perplexity names a brand for a buying question, and if AI bots can read a site.
- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
TDQS
Score is being calculated.
Available Tools
14 toolscheck_ai_crawler_accessCheck whether AI crawlers are blocked in robots.txtRead-onlyInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes | The site or page URL to check. A bare domain like example.com is fine. |
check_ai_readinessCheck whether AI engines can read a siteRead-onlyInspect
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; check_ai_visibility does that. No AI call, nothing stored.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes | The site or page URL to check. A bare domain like example.com is fine. |
check_ai_visibilityCheck whether an AI engine recommends a brandRead-onlyInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
| brand | Yes | The brand or product name to look for in the answer. | |
| domain | No | The brand's domain. Supplying it enables citation detection, not just name matching. | |
| engine | No | Which engine answers: perplexity (the default) or chatgpt. | |
| question | Yes | A question a buyer would actually type, e.g. "best tool for tracking AI search visibility". Not a keyword: the engines answer questions. | |
| competitors | No | Up to 3 competitor names to check for in the same answer. |
Output Schema
| Name | Required | Description |
|---|---|---|
| rank | Yes | |
| brand | Yes | |
| cited | Yes | |
| engine | Yes | |
| snippet | Yes | |
| sources | Yes | |
| question | Yes | |
| mentioned | Yes | |
| sentiment | Yes | |
| competitors | Yes |
check_sitemapCheck whether a crawler gets a usable page listRead-onlyInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes | The site or page URL to check. A bare domain like example.com is fine. |
get_ai_visibilityShow AI visibility for a tracked brandRead-onlyInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
| days | No | The window to report on, in days. Defaults to 28. | |
| brand | No | 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. |
Output Schema
| Name | Required | Description |
|---|---|---|
| days | Yes | |
| brand | Yes | |
| answers | Yes | |
| app_url | Yes | |
| engines | Yes | |
| brand_id | Yes | |
| rankings | Yes | |
| questions | Yes | |
| low_sample | Yes |
get_profileShow the connected CueScout accountRead-onlyInspect
Use this when someone asks which CueScout account is connected. Returns the account name and email.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
Output Schema
| Name | Required | Description |
|---|---|---|
| id | Yes | |
| name | No | |
| No |
get_prompt_answersShow the latest AI answers to one tracked promptRead-onlyInspect
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. Take the prompt id from list_prompts.
| Name | Required | Description | Default |
|---|---|---|---|
| brand | No | 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. | |
| prompt_id | Yes | The prompt id, from list_prompts. |
get_site_auditShow the brand's site auditRead-onlyInspect
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. For a site that is not in the account, use check_ai_readiness instead.
| Name | Required | Description | Default |
|---|---|---|---|
| brand | No | 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. |
get_todoShow one To-do with its steps and evidenceRead-onlyInspect
Use this when someone wants the details of one To-do: why it matters, the steps to do it, and the evidence behind it. Take the id from list_todos.
| Name | Required | Description | Default |
|---|---|---|---|
| brand | No | 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. | |
| todo_id | Yes | The To-do id, from list_todos. |
list_brandsList the brands in the CueScout accountRead-onlyInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
list_citation_sourcesList the pages AI answers cite for a brandRead-onlyInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
| days | No | The window to report on, in days. Defaults to 28. | |
| brand | No | 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 | No | How many pages to return. Defaults to 15. |
list_promptsList the tracked prompts and how each engine answeredRead-onlyInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
| days | No | The window to report on, in days. Defaults to 28. | |
| brand | No | 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. |
list_todosList the brand's To-dosRead-onlyInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
| brand | No | 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 | No |
validate_structured_dataValidate the JSON-LD on a pageRead-onlyInspect
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.
| Name | Required | Description | Default |
|---|---|---|---|
| url | Yes | The site or page URL to check. A bare domain like example.com is fine. |
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
14 tool updates
- First observed
check_ai_crawler_access - First observed
check_ai_readiness - First observed
check_ai_visibility - First observed
check_sitemap - First observed
get_ai_visibility - First observed
get_profile - First observed
get_prompt_answers - First observed
get_site_audit - First observed
get_todo - First observed
list_brands - First observed
list_citation_sources - First observed
list_prompts - First observed
list_todos - First observed
validate_structured_data
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