Engagemii Citation Watch

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

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Engagemii Citation Watch": {
      "url": "https://api.engagemii.com/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (13)

• aeo_score read-only

  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.

  Parameters:

  • domain (required) — string — Company domain or URL, e.g. example.com

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• aeo_audit read-only

  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 reads the site. Free, no auth, up to 5 live audits per hour.

  Parameters:

  • domain (required) — string — Company domain or URL, e.g. example.com

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• brand_profile read-only

  Full public profile for a scored company: score breakdown, category, geography, detected platform, social profiles, AI-crawler visit counts. Free, no auth.

  Parameters:

  • domain (required) — string

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• dataset_sample read-only

  15 random live rows from the Engagemii dataset in exactly the shape a purchased file delivers (same columns, same cleaning). Free, no auth.

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• citation_watch read-only

  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, no auth. Answers questions such as which brands AI recommends in a category, and whether an AI visibility score relates to being recommended.

  Parameters:

  • limit — number — How many checks to return, 1 to 50. Default 20.
  • category — string — Optional filter, e.g. Legal, Finance & Insurance, Fashion & Apparel. Case-insensitive substring match.

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• ai_readstream read-only

  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 as which AI crawler is most active, how two engines compare, and whether AI reading is rising.

  Parameters:

  • days — number — How many days of the daily series to return, 0 to 30. Default 7.

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• 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 owner's email; Engagemii emails a verification link; after the owner clicks it the kit is built and the download link is emailed automatically. Kits are queued, so delivery is by email rather than in-chat. One kit per domain; repeat requests resend the stored kit.

  Parameters:

  • domain (required) — string — The site, e.g. example.com
  • email (required) — string — The site owner's email (the verification link and the kit go there)
  • owner_confirmed (required) — boolean — Confirm with the user that this is their own brand. Agencies working on client sites should use the data portal (engagemii.com/aeo/data) instead.

  Hints: read-only no · destructive no · idempotent no · open-world yes

• 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-bot visits start reporting, and the owner sees them per bot and per day at the dashboard link. Requires the owner's email. Terms of the free service: Engagemii licenses the AI-crawler activity data the tracker collects, in aggregated form and, unless the owner opts out in portal settings, identified by their domain. The tracker records bot visits only, never human visitors.

  Parameters:

  • domain (required) — string — The site, e.g. example.com
  • email (required) — string — The site owner's email (required)
  • platform — string — The site's stack, if known. Omit to get all four snippets.

  Hints: read-only no · destructive no · idempotent no · open-world yes

• search_companies read-only

  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.

  Parameters:

  • limit — number — max 100
  • scope — string — us = verified US companies; all = worldwide
  • states — array
  • api_key — string — Your Engagemii data API key (edk_...). Only needed when the key is not already sent as a request header.
  • scoreMax — number
  • scoreMin — number
  • industries — array — Business categories, e.g. Technology, Healthcare

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• 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+ characters), their company name, and the user's acceptance of the data license at https://engagemii.com/aeo/data/license.

  Parameters:

  • email (required) — string
  • password (required) — string — 8+ characters, chosen by the user
  • company_name (required) — string
  • license_accepted (required) — boolean — Whether the user has explicitly accepted the data license

  Hints: read-only no · destructive no · idempotent no · open-world yes

• 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 the REST API at https://api.engagemii.com/api/v1/data/records with the same key. Any returned record whose score is more than 30 days old is queued for a fresh rescore. Requires an Engagemii data API key.

  Parameters:

  • limit — number — records to draw (each costs 1 quota). Default 25, max 100 in-chat.
  • scope — string
  • states — array
  • api_key — string — Your Engagemii data API key (edk_...). Only needed when the key is not already sent as a request header.
  • scoreMax — number
  • scoreMin — number
  • industries — array

  Hints: read-only no · destructive no · idempotent no · open-world yes

• data_orders read-only

  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 for each ready file. The same as GET https://api.engagemii.com/api/v1/data/orders. Requires an Engagemii data API key.

  Parameters:

  • api_key — string — Your Engagemii data API key (edk_...). Only needed when the key is not already sent as a request header.

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• kit_download read-only

  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.

  Parameters:

  • session_id (required) — string

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.