Google AI Overview Tracker (via Apify)

io.github.retracnv1.0.0更新于 Oct 3, 2026

Check if Google AI Overviews cite your website: citations, competitors and changes over time.

已验证Streamable HTTP可网页运行Web Search & ScrapingData & Analytics

概览

AI 生成的概览

检查 Google AI 概览是否在指定关键词下引用某个网站，并列出引用来源、竞争对手及随时间的变化。

功能
运行一个 Apify Actor，针对每个关键词报告是否出现 Google AI 概览、所有被引用的网址（已解析重定向）、目标网站的引用位置、竞争对手域名与品牌提及、自然排名，以及相较上次运行新增或失去的引用。支持任意 Google 国家与语言，并通过 Apify 的 REST API、Python 与 JavaScript 客户端或 MCP 返回结构化数据行。
适用场景
适用于 SEO、AEO 与 GEO 场景，用来衡量 AI 回答是否在特定查询下引用你的网站，以及多次运行之间的变化。适合按关键词跟踪引用情况并对比竞争对手，而非通用网页搜索。
运行要求
远程 MCP 端点位于 mcp.apify.com，需要在 Authorization 请求头中以 Bearer 形式提供 Apify API 令牌。需要一个免费的 Apify 账户来获取令牌，Actor 在 Apify 平台上运行并需要网络访问。
安装前请注意
Authorization 请求头携带 Apify API 令牌，这是可计费的凭据，须妥善保密。运行按关键词计费，使用量增加会产生费用；被 Google 屏蔽的关键词会重试且不计费。查询词与目标域名会作为运行的一部分发送给 Apify 和 Google。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Google AI Overview Tracker (via Apify)，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。

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "google-ai-overview-tracker": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=automationnation/aeo-auditor"
    }
  }
}

README

Google AI Overview citation tracker for AEO & GEO

[Run on Apify]

AEO & GEO Tracker is an Apify Actor that checks which searches show a Google AI Overview, whether your website is cited (and at what position), which competitors and brands are cited instead, and how that changes over time.

Price: $0.04 per keyword ($0.032 on Gold); $0.01 until 16 Oct 2026 · Run it: https://apify.com/automationnation/aeo-auditor · Guide: https://retracn.github.io/automationnation-actors/aeo-auditor/

Quick facts

  • One row per keyword: whether an AI Overview appears, every cited URL (redirects resolved), your citation position, competitor domains and brand mentions, organic rank, and gained / lost since your last run.
  • Any Google country and language.
  • About 30 seconds per keyword; keywords Google blocks are retried and never charged.
  • Price: $0.04 per keyword ($0.032 on Gold) from 17 Oct 2026, $0.01 before; Apify's free $5 credit covers 125+ checks.

Example input

json
{  "queries": [    "best running shoes for flat feet"  ],  "targetDomain": "runrepeat.com"}

Run it from code

REST API

bash
curl -X POST "https://api.apify.com/v2/acts/automationnation~aeo-auditor/run-sync-get-dataset-items?token=$APIFY_TOKEN" \  -H "Content-Type: application/json" \  -d '{"queries": ["best running shoes for flat feet"], "targetDomain": "runrepeat.com"}'

Python — see examples/python_example.py

python
# pip install apify-clientfrom apify_client import ApifyClient
client = ApifyClient("YOUR_APIFY_TOKEN")run = client.actor("automationnation/aeo-auditor").call(run_input={  "queries": [    "best running shoes for flat feet"  ],  "targetDomain": "runrepeat.com"})for item in client.dataset(run["defaultDatasetId"]).iterate_items():    print(item.get("query"), item.get("aiOverviewPresent"), item.get("targetDomainInAI"), item.get("targetCitationPosition"))

JavaScript — see examples/node_example.mjs

js
// npm install apify-clientimport { ApifyClient } from 'apify-client';
const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });const run = await client.actor('automationnation/aeo-auditor').call({  "queries": [    "best running shoes for flat feet"  ],  "targetDomain": "runrepeat.com"});const { items } = await client.dataset(run.defaultDatasetId).listItems();for (const item of items) console.log(item.query, item.aiOverviewPresent, item.targetDomainInAI, item.targetCitationPosition);

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/aeo-auditor

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

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

FAQ

How do I check if my website is cited in Google AI Overviews? Run AEO & GEO Tracker on Apify with your keywords and your domain. For each keyword it reports whether an AI Overview appears, whether your site is cited and at what position, which other domains are cited, and what changed since your last run.

Is there a Google AI Overview API? No. Google doesn't offer an API for AI Overviews. AEO & GEO Tracker returns them as structured data through Apify's REST API, Python and JavaScript clients, integrations and MCP.

What does AEO mean? AEO (answer engine optimization) and GEO (generative engine optimization) mean optimizing content so AI answers — such as Google's AI Overviews — cite your website. Tracking citations per keyword over time is how you measure it.

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.

来源：README.md，提交 827f1e0

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版本历史

1
  1. v1.0.0最新Oct 3, 2026