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Engagemii Citation Watch

com.engagemii/citation-watch · v1.0.0

Measured by MCP Station

Description written by the publisher, not verified

Brands ChatGPT names for real buyer questions, updated every 30 minutes, with AI visibility scores.

Connect

claude mcp add --transport http citation-watch https://api.engagemii.com/api/mcp

{
  "mcpServers": {
    "citation-watch": {
      "url": "https://api.engagemii.com/api/mcp"
    }
  }
}

Tools as reported by the server

• aeo_score
  Get the Engagemii AEO score (0-10) for any company domain, with the six on-page and six off-page signals each rated Weak, Fair, Good or Strong, and the llms.txt audit verdict. Drawn from the Engagemii index of more than 82 million companies. Free, no auth.
• aeo_audit
  Run a LIVE AEO audit of a site right now: fresh fetch of the homepage, robots.txt, sitemap, llms.txt, and about page, scored on the six on-page categories with concrete recommendations. Differs from aeo_score, which returns the stored score from the index; that score updates when Engagemii next read
• brand_profile
  Full public profile for a scored company: score breakdown, category, geography, detected platform, social profiles, AI-crawler visit counts. Free, no auth.
• dataset_sample
  15 random live rows from the Engagemii dataset in exactly the shape a purchased file delivers (same columns, same cleaning). Free, no auth.
• citation_watch
  What ChatGPT is recommending right now. Every 30 minutes Engagemii puts a real, non-branded buyer question to ChatGPT with live web search and records which brands it names, alongside each brand's standing AI visibility score (computed before the question was asked). Returns the last 48 hours. Free,
• ai_readstream
  Which AI engines are reading the business web right now. Server-side, IP-verified crawler logs across one of the largest networks of business pages online. Returns per-engine reads over the last ten minutes, the last 24 hours and all time, plus a daily series. Free, no auth. Answers questions such a
• free_kit
  Request the FREE Customized Fix Kit for a domain. There is one kit and it is free: eight fix files written from the site's ACTUAL content (Organization and FAQ JSON-LD, meta description, llms.txt, robots patch, Wikidata guide, Google Business checklist, README) plus a full PDF audit. Flow: pass the
• connect_tracker
  Set up free Engagemii AI-crawler monitoring for a site, entirely from here. It provisions the owner's free account and tracker key and returns a small install snippet (Node/Express, Next.js, PHP, or Cloudflare Worker) with the key already in it. Once the snippet for the site's stack is installed, AI
• search_companies
  Query the scored dataset with filters (industries, states, score range, scope us|all). Returns up to 100 light rows. Requires an Engagemii data API key.
• data_signup
  Create a free Engagemii data account. We email a verification link to the address; the account's API key (edk_...) stays inactive until the user clicks it, then the key appears in the portal and unlocks search_companies and data_records. Requires the user's email, a password of their choosing (8+ ch
• data_records
  Pull full licensed records from the Engagemii dataset (all columns, fingerprinted, the same shape a purchased file delivers). Metered: every record returned uses one unit of the account's purchased API quota. Returns 25 records by default and at most 100 per call. Larger pulls are available through
• data_orders
  List the data orders on the account behind an Engagemii data API key: order number, records, date, status (preparing, ready or pending), the refresh of scores older than 30 days (state, how many rows were stale, how many are rescored so far, when the refreshed file was ready), and a download link fo
• kit_download
  For a fix kit bought before October 2026 (paid checkout), receive all eight Customized Fix Kit files plus the badge embed as plain text. Requires the Stripe session id (cs_...) from the checkout success URL.

Tool changes

• 2026-10-23: aeo_score, aeo_audit, brand_profile, dataset_sample, citation_watch, ai_readstream, free_kit, connect_tracker, search_companies, data_signup, data_records, data_orders
• 2026-10-22: aeo_score, aeo_audit, brand_profile, dataset_sample, citation_watch, ai_readstream, free_kit, connect_tracker, search_companies, data_signup, data_records, kit_download
• 2026-10-18: aeo_score, aeo_audit, brand_profile, dataset_sample, citation_watch, ai_readstream, free_kit, connect_tracker, search_companies, data_signup, data_records, kit_checkout
• 2026-10-16: aeo_score, aeo_audit, brand_profile, dataset_sample, citation_watch, ai_readstream, free_kit, connect_tracker, search_companies, data_signup, data_records, kit_checkout

Website · JSON · Text for agents · Registry updated 2026-09-23