AI Visibility Measurement
Measures AI engine traffic and cited pages from GA4 referral data.
Install
npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibility -g -a claude-code -y- Repository
- Ryze-AI-Adgent/open-seo-mcp-skills8.5k
- Category
- Marketing
- Updated
- 8d ago
- License
- MIT
- Context cost
- Lightabout 539 tokens
- Runs scripts
- No, instructions only
What it does
Measure real AI-engine visibility, traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite, from actual GA4 referral data, not prompt sampling. Use when asked "AI visibility", "GEO/AEO check", "do LLMs cite us", "traffic from ChatGPT", or "how do we show up in AI search".
AI Visibility
Requires
The free Ryze MCP connector (https://connector.get-ryze.ai/mcp). Claude Code: claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp. claude.ai / Desktop / Cursor: add it as a custom connector with the same URL. Setup: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp?utm_source=github&utm_content=open-seo-mcp-skills
Every "AI visibility tracker" samples prompts and guesses. GA4 records the actual clicks AI engines send. Measure the real thing first, then diagnose.
Workflow
- Traffic by engine.
google_analytics__getAiTrafficByEngine, sessions per AI source (ChatGPT, Perplexity, Gemini, Claude, Copilot…), current vs previous period. - Trend.
google_analytics__getAiTrafficDaily, is AI traffic growing, and did anything spike (a spike = something started citing you; find it). - Cited pages.
google_analytics__getAiLandingPages, which URLs AI engines actually send people to. These are your proven-citable pages. - Referral detail.
google_analytics__getAIReferralsfor source-level detail and conversions, is AI traffic converting better or worse than organic. - Diagnose the winners. Read the top 2, 3 cited pages (fetch them). Note the pattern: direct answers high on the page, stats/definitions, clean headings, schema. That pattern is the citation recipe for this site.
- Find the misses. Cross-reference with
google_search_console__runRawSearchAnalytics: pages with strong organic queries but zero AI referrals, candidates to restructure toward the citation recipe from step 5.
Output
Verdict (AI traffic share of organic, trend, top engine), then: engine table, cited-pages table with conversions, the citation recipe observed on winning pages, and a top-5 list of pages to restructure. Keep it concrete, name the pages and the exact change.
