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AI Visibility Tracker (via Apify)

作者:retracn版本 1.0.0i★ –i在云端运行
注册名称io.github.retracn/ai-visibility

安装

概览

作者提供的说明(英文原文)

AI visibility for agents: is a brand mentioned and cited by Gemini, Claude and Google AI Overviews?

PopNx MCP 的三大支柱

这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。

它能帮你做什么

我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。

  • 连接方式: 在云端运行
  • 传输方式: Streamable HTTP
  • 分类: 营销与社交媒体
  • 你需要填写:Authorization

安装

选择你使用的 AI 应用,然后复制设置。

安装之前

标为机密的值是你账户的钥匙。千万不要分享给别人,也不要粘贴到聊天里。

你需要

你用的是哪个应用?

在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。

这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

在终端中运行这条命令

claude mcp add --transport http ai-visibility 'https://mcp.apify.com/?tools=automationnation/ai-visibility-tracker' --header 'Authorization: Bearer {apify_token}'

运行前请先填写空着的值。

在 Cursor 中打开

或者自己复制设置

粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json

{
  "mcpServers": {
    "ai-visibility": {
      "url": "https://mcp.apify.com/?tools=automationnation/ai-visibility-tracker",
      "headers": {
        "Authorization": "Bearer {apify_token}"
      }
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

在 VS Code 中打开

或者自己复制设置

粘贴到项目中的 .vscode/mcp.json

{
  "servers": {
    "ai-visibility": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=automationnation/ai-visibility-tracker",
      "headers": {
        "Authorization": "Bearer {apify_token}"
      }
    }
  }
}

浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。

这个地址需要在请求的 header 中放入密钥,而添加连接器的菜单无法设置。请改用 Claude Code、Cursor 或 VS Code。

你的选择通过 Cookie 保存在这台设备上,无需账户。

需要你填写的值

  • Authorization 机密 必填 HTTP header
    Your Apify API token, sent as 'Bearer '. Get it at https://console.apify.com/settings/integrations (free account).

这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。

它能做什么

服务器要求先登录,才会列出它的工具。

基础检查i

我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日

  • ✓ 通过

    作者与仓库一致

    注册名称已通过 GitHub 账户 retracn 验证,该账户拥有此仓库

  • … 尚未检查

    仍在维护

    我们还没有从 GitHub 读取这个仓库

  • … 尚未检查

    有许可证

    我们还没有从 GitHub 读取这个仓库

  • ✓ 通过

    端点有响应

    在 12 毫秒内响应(HTTP 401)

  • ✓ 通过

    使用 OAuth 登录

    声明支持 OAuth 登录,你的 AI 应用可以带你去登录

  • … 尚未检查

    工具描述中没有隐藏指令

    尚未检查;我们会在检查端点时读取工具列表

与“营销与社交媒体”中的其他服务器比较i

  • 星标数多于此分类中其他 3609 个服务器的 0%
  • 发布到注册中心的时间比此分类中其他 3609 个服务器的 45% 更新
  • 基础检查结果等于或优于此分类中其他 3609 个服务器的 100%

与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。

常见问题

AI Visibility Tracker (via Apify) 安全吗?

它在 3 项适用的基础检查中通过了 3 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。

它需要哪些密钥或代码?

你需要填写:Authorization

它在我的电脑上运行还是在云端?

它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。

它还在维护吗?

GitHub 仓库最后更新于–,最新版本(1.0.0)于36天前进入注册中心。

哪些应用可以使用它?

支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。

有什么可以替代它?

同一分类中有:MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer

替代选择

同一分类中其他作者的服务器,按星标数排序。

如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i

MCP YouTube Transcript

An MCP server retrieving transcripts of YouTube videos

作者:jkawamoto正在增长★ 49511天前更新

在你的电脑上运行

Google Analytics MCP

GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.

作者:surendranb正在增长↓ 1088/周★ 24411天前更新

在你的电脑上运行

BibiGPT YouTube Video Summarizer

AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.

作者:JimmyLv正在增长★ 13711天前更新

在云端运行✓ bibigpt.co

作者的 README

打开 README

按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。

AI Visibility Tracker: is your brand mentioned and cited in AI search?

AI Visibility Tracker is an Apify Actor that shows whether AI search engines mention and cite your brand. For each prompt it asks Google AI Overviews, Gemini and Claude the way a customer would. It records whether your brand is named, its position against competitors, how it's described, which sites are cited, every other brand named and what changed since the last run, at $0.05 per answer plus $0.50 for an optional client-ready report.

Price: $0.05 per answer checked ($0.04 on Gold) + $0.50 per optional report · Run it: https://apify.com/automationnation/ai-visibility-tracker · Guide: https://retracn.github.io/automationnation-actors/ai-visibility-tracker/

Quick facts

  • Engines: Google AI Overviews (late-loading overviews read in a real browser), Gemini with Google Search grounding, and Claude with web search, localised to your country.
  • Per answer: whether your brand is named and its position among tracked brands, whether your site is cited and at what position, competitors named or cited, sentiment with a one-line summary, every brand named, and the cited URLs.
  • Hidden competitors: every company or product named in the answers is counted, including ones you don't track.
  • Weekly tracking: each run is compared with the last, with mentions and citations gained or lost per prompt and engine, a client-ready HTML report with a trend over time, and Slack, Discord or webhook alerts.
  • Price: $0.05 per answer checked ($0.045 Silver, $0.04 Gold and above) plus $0.50 per optional report; answers that couldn't be checked are free. 20 prompts on 3 engines weekly costs about $14 a month.

Example input

{

"brand": "Notion", "domain": "notion.so", "competitors": [ "Obsidian (obsidian.md)", "Evernote (evernote.com)" ], "prompts": [ "What is the best note-taking app for teams?" ], "engines": [ "google-ai-overviews", "gemini", "claude" ] }

Run it from code

REST API

curl -X POST "https://api.apify.com/v2/acts/automationnation~ai-visibility-tracker/run-sync-get-dataset-items?token=$APIFY_TOKEN" \

-H "Content-Type: application/json" \ -d '{"brand": "Notion", "domain": "notion.so", "competitors": ["Obsidian (obsidian.md)", "Evernote (evernote.com)"], "prompts": ["What is the best note-taking app for teams?"], "engines": ["google-ai-overviews", "gemini", "claude"]}'

Python — see examples/python_example.py

# pip install apify-client

from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN") run = client.actor("automationnation/ai-visibility-tracker").call(run_input={ "brand": "Notion", "domain": "notion.so", "competitors": [ "Obsidian (obsidian.md)", "Evernote (evernote.com)" ], "prompts": [ "What is the best note-taking app for teams?" ], "engines": [ "google-ai-overviews", "gemini", "claude" ] }) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item.get("engineLabel"), item.get("visibility"), item.get("brandRank"), item.get("prompt"))

JavaScript — see examples/node_example.mjs

// npm install apify-client

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' }); const run = await client.actor('automationnation/ai-visibility-tracker').call({ "brand": "Notion", "domain": "notion.so", "competitors": [ "Obsidian (obsidian.md)", "Evernote (evernote.com)" ], "prompts": [ "What is the best note-taking app for teams?" ], "engines": [ "google-ai-overviews", "gemini", "claude" ] }); const { items } = await client.dataset(run.defaultDatasetId).listItems(); for (const item of items) console.log(item.engineLabel, item.visibility, item.brandRank, item.prompt);

Use it with AI agents (MCP)

Hosted MCP server URL (Claude, ChatGPT, Cursor and other clients with remote MCP support):

https://mcp.apify.com?tools=automationnation/ai-visibility-tracker

Local config for Claude Desktop / Cursor — mcp/claude_desktop_config.json:

{

"mcpServers": { "ai-visibility-tracker": { "command": "npx", "args": [ "-y", "@apify/actors-mcp-server", "--tools", "automationnation/ai-visibility-tracker" ], "env": { "APIFY_TOKEN": "YOUR_APIFY_TOKEN" } } } }

FAQ

What is AI visibility tracking? Checking whether AI assistants and AI search features name and cite your brand when people ask about your market, and how that changes over time. It's the measurement side of generative engine optimization (GEO).

Which AI engines does it check? Google AI Overviews, Gemini (with Google Search grounding) and Claude (with web search). ChatGPT and Perplexity are planned.

How much does it cost? $0.05 per answer checked ($0.04 on Gold and above), plus $0.50 per run for the optional report. One answer is one prompt on one engine; answers that couldn't be checked are free.

Can it find competitors I don't know about? Yes. Every company or product the answers name is listed, tracked or not, so the brands AI engines recommend instead of you show up in the report.

More from AutomationNation


This repository holds usage examples. The scraper itself runs on the Apify platform; you need a free Apify account and API token. Examples are MIT licensed.

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