
Ai Visibility Tracker
io.github.gaelasao由 GitHub 账号 gaelasao 发布v1.0.0更新于 Nov 2, 2026
Is your brand mentioned and cited in ChatGPT, Perplexity, Gemini and Google AI answers?
概览
托管在 Apify 上的远程 MCP 服务器,用于检查 AI 引擎是否提及并引用某品牌,同时提供关键词研究和建筑许可数据工具。
- 可以做什么
- 向 Google AI Overview、Google AI Mode、ChatGPT、Gemini 和 Perplexity 提交提示词,返回品牌提及、排名、引用、竞品和声量份额
- 按引擎和竞品汇总结果,并列出被引用最多的域名
- 查询关键词指标,如搜索量、CPC、难度、意图、AI 搜索量和 SERP 特性
- 根据种子关键词生成关键词创意,并获取竞品关键词及其排名位置和预估流量
- 查询美国、加拿大、爱尔兰、法国、澳大利亚和新西兰来源的规范化建筑许可与规划申请数据
- 适用场景
- 适合需要跟踪品牌在 AI 助手回答中曝光情况、在没有 Google Ads 账户的情况下做批量关键词研究,或把官方建筑许可与规划数据接入智能体工作流的场景。
- 运行要求
- 使用 Apify MCP 服务器的远程端点;需要 Apify 账户,运行费用计入该账户。支持 OAuth 的客户端首次使用时登录;否则需在 Authorization 请求头中以 Bearer 形式传入 Apify API 令牌。无需安装或自行托管。
安装
在 SourceWeft 中
- 打开 控制台中的 Ai Visibility Tracker,将其添加到工作区。
- 连接 所需的 凭据。它们会被私密存储,绝不会在公开页面上展示。
- 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/io.github.gaelasao%2Fai-visibility-tracker/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。其他 MCP 客户端
把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。
{
"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.
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.
- MCP URL:
https://mcp.apify.com/?tools=gaelasao/keyword-research-api - Store page: https://apify.com/gaelasao/keyword-research-api
- How it was built: Keyword research for AI agents: search volume, CPC and difficulty over MCP (DEV)
- Case studies (DEV): Striking distance keywords: what dev.to ranks 11 to 20 for on Google and AI search volume vs Google search volume: what 600 real keywords show
- Compared with Keyword Planner (DEV): A Google Keyword Planner alternative API: search volume numbers without a Google Ads account
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.
Price: $5 per 1,000 records (lower on higher Apify plans).
- MCP URL:
https://mcp.apify.com/?tools=gaelasao/planning-data-au-nz-fr - Store page: https://apify.com/gaelasao/planning-data-au-nz-fr
- One week of real US data (DEV): Building permits from 12 US cities in one API: a week of real data
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.
Price: $0.02 per check (one prompt on one engine; Perplexity counts as 2). Failed checks are free.
- MCP URL:
https://mcp.apify.com/?tools=gaelasao/ai-visibility-tracker - Store page: https://apify.com/gaelasao/ai-visibility-tracker
- Study (DEV): Which brands do AI assistants recommend? 200 answers from ChatGPT, Perplexity, Gemini and Google
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:
keyword-tracking-google-sheets.json: every Monday, one row per keyword in Google Sheets with search volume, CPC, difficulty, intent, AI search volume and AI Overview.building-permits-weekly-digest.json: every Monday, last week's building permits in your US ZIP codes, sent by Gmail and Slack.ai-visibility-weekly-report.json: every Monday, whether ChatGPT, Perplexity, Gemini and Google AI Overviews name and cite your brand, as rows in Google Sheets and a summary in Slack.
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
Claude Desktop, Cursor or VS Code (JSON config)
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.
来源:README.md,提交 35d7cf8
工具
0版本历史
1- v1.0.0最新Oct 26, 2026
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