Engagemii Citation Watch

com.engagemii由 engagemii.com 发布官方发布者v1.0.0更新于 Oct 24, 2026

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

已验证Streamable HTTP可网页运行网页搜索与抓取数据与分析商业与电商

概览

AI 生成的概览

Engagemii Citation Watch 提供 AI 可见度数据:ChatGPT 在真实买家问题中推荐哪些品牌、AEO 评分、爬虫日志以及公司数据集。

可以做什么
  • 查看 AI 可见度:了解 ChatGPT 在过去 48 小时内对真实买家问题推荐了哪些品牌及其可见度评分。
  • 评分与审计站点:获取域名的已存 AEO 评分,或对首页、robots.txt、站点地图、llms.txt 和关于页做实时审计并给出建议。
  • 查看公司资料:获取公开品牌档案,含评分明细、行业、地区、平台、社交账号和 AI 爬虫访问量。
  • 查询数据集:按行业、州和分数区间搜索已评分公司,抽样随机行,并拉取完整授权记录。
  • 管理数据账户与订单:注册数据账户、列出订单、下载已购买的修复套件。
  • 设置监控:开通免费爬虫追踪器并获取适配站点技术栈的安装片段。
适用场景
适合需要检查或改善品牌在 AI 回答中曝光度、比较域名 AEO 信号,或在购买记录前先了解 Engagemii 公司数据集的场景。
运行要求
远程 streamable HTTP 端点;免费工具无需认证。search_companies、data_records 和 data_orders 需要 Engagemii 数据 API 密钥,需用邮箱和密码注册并点击邮件中的验证链接获取。kit_download 需要以往结账产生的 Stripe 会话 ID。
安装前请注意
data_signup 会要求用户提供邮箱和自选密码。data_records 按量计费:每条记录消耗已购买的 API 配额,调用可能产生费用。connect_tracker 会开通账户并返回内含追踪密钥的安装片段。kit_download 需要 Stripe 结账会话 ID。查询内容和域名会发送到 Engagemii 的服务器。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Engagemii Citation Watch,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/com.engagemii%2Fcitation-watch/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "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.

输入参数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.

输入参数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.

输入参数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.

无需输入参数。

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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数session_id必填

版本历史

1
  1. v1.0.0最新Sep 23, 2026

评分

已满足适用检查项的 72%

该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分

    请在注册中心条目中发布图标。

  • 文档15 分

    请声明包含 README 的 GitHub 仓库,或在 OAuth 受保护资源元数据中提供 resource_documentation。

  • 许可证不适用

    托管服务按其提供方的条款使用,因此这里不要求许可证。此检查项不计入百分比。