Engagemii Citation Watch

com.engagemii由 engagemii.com 發布官方發布者v1.0.0更新於 Oct 24, 2026

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

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取資料與分析商業與電商

概覽

AI 產生的概覽

Engagemii Citation Watch 提供 AI 能見度資料:ChatGPT 在真實買家問題中推薦哪些品牌、AEO 評分、爬蟲日誌以及公司資料集。

可以做什麼
  • 檢視 AI 能見度:了解 ChatGPT 在過去 48 小時內對真實買家問題推薦了哪些品牌及其能見度評分。
  • 評分與稽核網站:取得網域的已存 AEO 評分,或對首頁、robots.txt、網站地圖、llms.txt 與關於頁面進行即時稽核並提供建議。
  • 查看公司資料:取得公開品牌檔案,包含評分明細、產業、地區、平台、社群帳號與 AI 爬蟲造訪次數。
  • 查詢資料集:依產業、州與分數區間搜尋已評分公司、抽取隨機資料列,並取得完整授權紀錄。
  • 管理資料帳號與訂單:註冊資料帳號、列出訂單、下載已購買的修正套件。
  • 設定監控:開通免費爬蟲追蹤器並取得符合網站技術棧的安裝片段。
適用情境
適合需要檢查或改善品牌在 AI 回答中曝光度、比較網域的 AEO 訊號,或在購買紀錄前先了解 Engagemii 公司資料集的情況。
執行需求
遠端 streamable HTTP 端點;免費工具無需驗證。search_companies、data_records 與 data_orders 需要 Engagemii 資料 API 金鑰,須以電子郵件與密碼註冊並點擊郵件中的驗證連結取得。kit_download 需要先前結帳產生的 Stripe 工作階段 ID。
安裝前請注意
data_signup 會要求使用者提供電子郵件與自訂密碼。data_records 依用量計費:每筆紀錄消耗已購買的 API 配額,呼叫可能產生費用。connect_tracker 會開通帳號並回傳內含追蹤金鑰的安裝片段。kit_download 需要 Stripe 結帳工作階段 ID。查詢內容與網域會傳送至 Engagemii 的伺服器。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Engagemii Citation Watch,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.engagemii%2Fcitation-watch/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

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

工具

13

aeo_score

Get a company's AI visibility 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.

輸入參數domain必填

aeo_audit

Run a live AI visibility 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 reads the site. Free, no auth, up to 5 live audits per hour.

輸入參數domain必填

brand_profile

Get a company's public profile

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

輸入參數domain必填

dataset_sample

Get a sample of the dataset

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

無需輸入參數。

citation_watch

See which brands AI is recommending

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.

輸入參數limitcategory

ai_readstream

See which AI engines are reading company pages

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.

輸入參數days

free_kit

Request the free fix 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.

輸入參數email必填domain必填owner_confirmed必填

connect_tracker

Set up AI crawler monitoring

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.

輸入參數email必填domain必填platform

search_companies

Search the company dataset

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.

輸入參數limitscopestatesapi_keyscoreMaxscoreMinindustries

data_signup

Create a data account

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.

輸入參數email必填password必填company_name必填license_accepted必填

data_records

Pull licensed company 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.

輸入參數limitscopestatesapi_keyscoreMaxscoreMinindustries

data_orders

List data orders and download links

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.

輸入參數api_key

kit_download

Download a purchased fix kit

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.

輸入參數session_id必填

版本歷史

1
  1. v1.0.0最新Sep 23, 2026

評分

已滿足適用檢查項的 72%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分

    請在註冊中心條目中發布圖示。

  • 文件15 分

    請宣告包含 README 的 GitHub 儲存庫,或在 OAuth 受保護資源後設資料中提供 resource_documentation。

  • 授權條款不適用

    託管服務按其提供方的條款使用,因此這裡不要求授權條款。此檢查項不計入百分比。