Ai Visibility Tracker

io.github.gaelasao由 GitHub 帳號 gaelasao 發布v1.0.0更新於 Nov 2, 2026

Is your brand mentioned and cited in ChatGPT, Perplexity, Gemini and Google AI answers?

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

託管於 Apify 的遠端 MCP 伺服器,用來檢查 AI 引擎是否提及並引用某品牌,同時提供關鍵字研究與建築許可資料工具。

可以做什麼
  • 向 Google AI Overview、Google AI Mode、ChatGPT、Gemini 和 Perplexity 送出提示詞,回報品牌提及、排名、引用、競品與聲量佔比
  • 依引擎與競品彙總結果,並列出被引用最多的網域
  • 查詢關鍵字指標,例如搜尋量、CPC、難度、意圖、AI 搜尋量與 SERP 特性
  • 依種子關鍵字產生關鍵字靈感,並取得競品關鍵字及其排名位置與預估流量
  • 查詢美國、加拿大、愛爾蘭、法國、澳洲與紐西蘭來源的正規化建築許可與規劃申請資料
適用情境
適合需要追蹤品牌在 AI 助理回答中曝光情況、在沒有 Google Ads 帳戶的情況下做大量關鍵字研究,或把官方建築許可與規劃資料接入代理工作流程的情境。
執行需求
使用 Apify MCP 伺服器的遠端端點;需要 Apify 帳戶,執行費用計入該帳戶。支援 OAuth 的用戶端首次使用時登入;否則需在 Authorization 標頭中以 Bearer 形式傳入 Apify API 權杖。無需安裝或自行架設。
安裝前請注意
每次執行都會計入 Apify 帳戶費用:關鍵字資料為每 1,000 個有關鍵字 3 美元,另加每次有回傳資料的執行 0.01 美元;建築許可為每 1,000 筆紀錄 5 美元;AI 能見度檢查每次 0.02 美元,Perplexity 以兩次計。Apify API 權杖屬於機密,請勿放入共用設定。伺服器會把提示詞與關鍵字送往第三方引擎與資料來源。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Ai Visibility Tracker,將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存,絕不會在公開頁面上展示。
  3. 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/io.github.gaelasao%2Fai-visibility-tracker/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。 客戶端會在首次連接時完成 OAuth 登入。

{
  "mcpServers": {
    "ai-visibility-tracker": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=gaelasao/ai-visibility-tracker"
    }
  }
}

README

Keyword research, building permits and AI visibility data for AI agents (MCP)

Three pay-per-use data tools that any MCP client (Claude, Cursor, VS Code, Codex…) can call. They run on Apify and are served through the official Apify MCP server: there is nothing to install or host.

Keyword Research API: search volume, CPC, difficulty, intent

Keyword search volume and the rest of Google's keyword data in bulk, in every country. A Google Keyword Planner alternative for agents, with no Google Ads account needed:

  • Metrics for up to 10,000 keywords per run: search volume, 12-month history, CPC, competition, top-of-page bids, keyword difficulty, search intent, trend, AI search volume (how often the keyword comes up in AI assistants) and SERP features (AI Overview, featured snippet, People Also Ask...), plus Bing search volume on runs of 300+ keywords.
  • Keyword ideas from 1 to 20 seed keywords: broad ideas, long-tail suggestions that contain the seed, or Google's related searches.
  • Competitor keywords: up to 10 websites per run, with position, ranking page and estimated traffic; filter positions 4 to 20 for striking distance keywords.

[Real output for 8 running shoe keywords in the US: Google, Bing and AI search volume, 12-month trend, CPC, difficulty, intent and SERP features]

Price: $3 per 1,000 keywords with data, plus $0.01 per run that returns data. Keywords without data are free. Lower prices on higher Apify plans.

Try asking your agent:

  • "Get search volume, CPC and difficulty for these 50 keywords in Germany, sorted by volume."
  • "Which keywords bring competitor.com the most traffic in the UK? Show the top 30 with their ranking pages."
  • "Find 200 long-tail ideas around 'standing desk' with at least 100 searches a month."

Building Permits API (18 US cities and counties, Canada, Ireland, France, NSW Australia, Far North NZ)

Official building permits and planning applications, normalised into one schema, with source links and licences:

  • United States: issued permits from 18 city and county open-data portals (New York City, Los Angeles, Chicago, Philadelphia, Boston, Dallas, Seattle, Austin, Pittsburgh, Orlando, New Orleans, Cincinnati, Mesa, Baton Rouge, Norfolk, Cambridge MA, Montgomery County MD, Collin County TX), with the declared project value and, where published, the contractor's business name. Filter by ZIP code and keywords.
  • Canada: building permits from Calgary, Edmonton and Winnipeg, with declared values in Canadian dollars.
  • Ireland: planning applications from all 31 planning authorities (national database, CC BY 4.0), filterable by authority.
  • France: SDES Sitadel housing, non-residential, development and demolition permits, including the applicant company and its SIREN when it is a legal entity.
  • Australia and New Zealand: NSW Planning Portal applications and Far North District building applications.

[Real output for 8 US building permits: permit number, type, work description, ZIP code, project value, contractor and issue date]

[Real output for 8 housing authorisations in Rhône, France: permit type, status, dwellings, floor area, applicant company with SIREN and dates]

Price: $5 per 1,000 records (lower on higher Apify plans).

AI Visibility Tracker: brand mentions in ChatGPT, Perplexity, Gemini and Google AI

Ask the AI engines the questions your customers ask and see whether they mention and cite your brand:

  • Engines: Google AI Overview, Google AI Mode, ChatGPT (with web search), Gemini and Perplexity, from the country you choose.
  • One row per prompt and engine: brand mentioned, rank among the brands named, cited as a source, competitors named or cited, share of voice, top source domains, the searches the engine ran, and the answer.
  • A summary by engine and by competitor, plus the most cited domains: the pages to win a mention on.

[Real output for Notion against Coda, Obsidian and Evernote: mention, rank, citation, competitors, share of voice and top sources]

Price: $0.02 per check (one prompt on one engine; Perplexity counts as 2). Failed checks are free.

Try asking your agent:

  • "Check whether ChatGPT, Perplexity and Google AI Overviews mention Notion for these 10 prompts in the US, and compare with Coda and Obsidian."

n8n templates

Ready-to-import n8n workflows in n8n/, built on the official Apify node:

In n8n, import the file into a new workflow, then add your Apify, Google, Gmail or Slack credentials. The sticky notes in each workflow explain the setup and the costs.

Connect

You need an Apify account; runs are billed to it. Clients that support OAuth sign you in on first use. Otherwise, pass your Apify API token.

Claude Code

bash
claude mcp add --transport http apify "https://mcp.apify.com/?tools=gaelasao/keyword-research-api" --header "Authorization: Bearer $APIFY_TOKEN"

Claude Desktop, Cursor or VS Code (JSON config)

json
{  "mcpServers": {    "apify-keyword-research": {      "url": "https://mcp.apify.com/?tools=gaelasao/keyword-research-api",      "headers": { "Authorization": "Bearer YOUR_APIFY_TOKEN" }    }  }}

Use several tools at once with ?tools=gaelasao/keyword-research-api,gaelasao/planning-data-au-nz-fr,gaelasao/ai-visibility-tracker.

Support

Open an issue on the Actor's Issues tab on Apify, with the run ID and your input. Never post your API token.

來源:README.md,提交 35d7cf8

工具

0
該伺服器需要登入,因此 SourceWeft 無法在沒有帳號的情況下讀取其工具,也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

1
  1. v1.0.0最新Oct 26, 2026

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