ai-traffic

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Use when the user asks to "track AI traffic" or "track ChatGPT/Perplexity referrals"; isolates AI-assistant referral sessions in GA4/GSC/server logs and reports their trend, landing pages, and conversion vs organic. Not for keyword positions — use rank-tracker; not for multi-metric stakeholder reports — use performance-reporter. AI流量/AI引荐/ChatGPT流量/AI转化

AI & Automation 2,354 stars 322 forks Updated today Apache-2.0

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Skill Content

# AI Traffic Tracker Isolates the AI-assistant referral channel in your own GA4, Search Console, and server-log data, then reports its trend, top landing pages, and conversion against organic. Scope/gap: rank-tracker and performance-reporter never break AI referrals out of the Referral/Organic/Direct buckets — this skill is the only one that defines and reports that channel. ## Quick Start ```text Track AI referral traffic for example.com over the last 90 days How much of my traffic comes from ChatGPT and Perplexity, and does it convert better than organic? Set up a GA4 channel group that separates AI assistants from Referral ``` ## Skill Contract **Expected output**: an AI-referral channel definition (regex + GA4/log setup), an AI-traffic trend with top landing pages, AI-vs-organic conversion comparison, and a short handoff summary ready for `memory/monitoring/`. - **Reads**: domain, date range, the user's GA4 export/Search Console data and/or server access logs, conversion event/goal, and any prior AI-traffic baseline in memory. - **Writes**: a user-facing AI-traffic report plus a reusable summary that can be stored under `memory/monitoring/`. - **Promotes**: confirmed AI-channel trend shifts, new AI sources appearing, and follow-up actions to `memory/open-loops.md`. - **Done when**: the AI source list is explicit, every figure is source-tagged (Measured / User-provided / Estimated), AI sessions and conversion are compared to organic for the same window, and any movem...

Details

Author
aaron-he-zhu
Repository
aaron-he-zhu/aaron-marketing-skills
Created
6 months ago
Last Updated
today
Language
Python
License
Apache-2.0

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