← Agentic analytics

Agentic GA4.

Agentic GA4 is the working name for what visitor analytics looks like when an AI agent reads every session for you. Same data sources GA4 has — page views, sessions, events — but the agent profiles each visitor, names the friction, and hands the next fix to your coding agent. You stop opening reports. The agent works the report into a deploy.

GA4 vs. agentic GA4

GA4 (Google Analytics 4)
  • Aggregate metrics + cohort exploration
  • You query, you read, you decide
  • Output: a chart
  • Audience: analysts, growth teams
Agentic GA4 (Eyepup)
  • Per-visitor narrative + ranked friction patterns
  • Agent queries, agent reads, agent decides
  • Output: a paste-ready prompt for your coding agent
  • Audience: builders shipping with Claude Code / Cursor / Codex

How this fits next to GA4

Eyepup is a full UBA suite — paths, cohorts, friction-pattern clustering, country and channel breakdowns, weekly digests, and a per-visitor AI dossier on top. The only reason to keep GA4 running is Google Ads attribution. Most teams drop the standalone replay tool (Hotjar / FullStory / Clarity) entirely once Eyepup is live — capture and AI-watch are built in.

  • GA4 — keep for Google Ads conversion attribution and free aggregate counts
  • Eyepup — recordings, heatmaps via friction patterns, paths, cohorts, hot-visitor triage, AI verdicts, CLI + MCP for your coding agent

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