Answers questions about your website traffic from Google Analytics 4: top pages, traffic sources, what changed last month, who is on the site now. Read-only; calls Google's Analytics API with your credential and returns the rows here. Ask "how many visitors last week" or "top pages".
数据分析
Website Analytics
试用Google Analytics (GA4) for AI agents — traffic stats, sources, campaigns, referrals, landing pages, events, and conversion funnels across all your websites from one CLI. Web analytics without the dashboard.
它能做什么
Google Analytics (GA4) for AI agents — traffic stats, sources, campaigns, referrals, landing pages, events, and conversion funnels across all your websites from one CLI. Web analytics without the dashboard.
技能文档
Website Analytics (fleets)
Read-only GA4 analytics for every site you run, via the fleets CLI. One login, all sites, agent-friendly output (--json on everything).
Setup (once)
npx -y fleets login --browser # device flow: opens URL + 8-char code
fleets add --detect # create site, auto-link GA4 + Search Console
fleets list # confirm sites + see sparklines
Token alternative: fleets login --token fl_xxx or export FLEETS_TOKEN=fl_xxx.
Commands
Slug-first: fleets [--range 7d|30d|90d|24h] [--json] [--limit N]
| Command | Returns |
|---|---|
fleets | GA4 summary (visitors, pageviews, trend) |
fleets sources | Traffic sources |
fleets campaigns | UTM campaign performance |
fleets referrals | Referral traffic |
fleets landers | Top landing pages |
fleets events | GA4 events |
fleets users | Country + device breakdown |
fleets funnel ... | Conversion funnel between steps |
fleets query "" | Natural-language analytics query |
fleets export | Daily CSV/JSON export |
fleets list | All sites at a glance |
Examples
fleets myblog sources --range 30d --json
fleets shop funnel /pricing /checkout /thanks --range 90d
fleets myblog query "which campaign drove the most signups last week?"
MCP alternative
Prefer tools over shell? Same data as a stdio MCP server:
{ "mcpServers": { "fleets": { "command": "npx", "args": ["-y", "fleets-mcp"] } } }
Tools: list_sites, stats, sources, campaigns, referrals, landers, events, users, devices, demographics, funnel, ask. All read-only.
Notes
- Read-only: this skill can never modify your GA4 property or site.
- For Search Console / SEO data use the
seo-search-consoleskill; for speed + edge metrics usesite-speed-monitoring.
相关技能
读取产品的漏斗、路径、留存与实验结果,并给出下一步最小可行的增长动作。
AI 引擎里的品牌可见度——GA4 看不到的那一段。查你的网站在豆包、DeepSeek、千问、元宝、文心、Kimi 等 AI 引擎里被提到多少、哪些页面被引用,以及 AI 来源的访客、会话与转化;识别得出的分引擎看,识别不出的如实标「来源未知」,不硬凑。数据来自站点自有埋点与引擎应答采样,公开网页上查不到。可回答「我的品牌在 AI 回答里露出多少」「AI 来源带来多少会话和转化」「哪些页面被 AI 引用」。首次使用会引导你在浏览器里完成一次授权。
Connect OpenClaw or another MCP-compatible agent to Google Search Console and retrieve official read-only properties, performance, sitemap, and URL inspection data. Use for clicks, impressions, CTR, average position, queries, pages, countries, devices, dates, and indexing investigations.
Google SEO APIs: Search Console (Search Analytics, URL Inspection, Sitemaps), PageSpeed Insights v5, CrUX field data with 25-week history, Indexing API v3, and GA4 organic traffic. Provides real Google field data for Core Web Vitals, indexation status, search performance, and organic traffic trends. Use when user says "search console", "GSC", "PageSpeed", "CrUX", "field data", "indexing API", "GA4 organic", "URL inspection", or "real CWV data".
Use when the user asks to "analyze backlinks", "analyze my off-site signals", or "track AI traffic / ChatGPT / Perplexity referrals"; profiles referring doma...