비교 · checked November 4, 2026
seops vs GA4 alone
GA4 can answer almost any question if you build the exploration. seops answers the ten questions site operators ask every week, for every site, without building anything, and keeps the answers next to Search Console and rankings.
| Google Analytics 4 | seops | |
|---|---|---|
| Price | Free (GA4 360 is paid). | Free for one site; $2.50/mo per extra site. Analytics features in every account. |
| Many sites | One property at a time. | Every site in one list; comparison drawn as a grey line, not a second chart. |
| AI-assistant traffic | Possible with a custom channel group or regex on session source. | Built in: visits that started in ChatGPT, Perplexity, Gemini or Claude as their own line. |
| Navigation | Path exploration, pairwise transitions. | Entries and exits per page, frequent paths, and a true three-step flow with the optional nav_step snippet. |
| Site search | view_search_term event once enhanced measurement is on. | Terms and zero-result searches as a report, per site. |
| Realtime | Realtime report. | Live visitors on Traffic, plus get_realtime over MCP. |
| Depth | Everything: events, funnels, audiences, BigQuery export. | Deliberately shallow: aggregated reports only, no user-level data, no events beyond key events. |
| Security check | Not part of GA4. | External surface checks (HTTPS redirect, HSTS, CSP and other security headers, exposed .env/.git files, security.txt, SPF/DMARC, Cloudflare SSL mode and minimum TLS) once a day, plus a code audit your own AI agent runs with Cloudflare's open-source security-audit skill; findings, status and fix prompts in the panel. |
| Assistant access | Data API; you build it. | Remote MCP server with OAuth; 45 tools (34 read, 11 write). Works in Claude, ChatGPT, Gemini, Claude Code. |
What it looks like in seops
From the live demo, with sample data. For Google Analytics 4 screens see the vendor's site; we don't reproduce them here.
Pick Google Analytics 4 if
- Funnels, audiences, events, BigQuery
- A single product with an analyst
Pick seops if
- Weekly operator questions across many sites
- AI-assistant traffic and navigation flow without building explorations
- Analytics next to search, rankings and Cloudflare
Sources: Google Analytics Help (November 4, 2026)
Google Analytics 4 is a trademark of its owner and is used here for identification only. Prices and limits change; check the vendor's page before buying. If you spot an error, write to contact@seops.app and we'll fix it.