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@f49b254
by Ryze AI Adgentryze-ai-adgent/open-seo-mcp-skills2.9k stars
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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".

Ask your Agent

Use this Skill: https://skilld.dev/gh/ryze-ai-adgent/open-seo-mcp-skills/ai-visibility

This session only. Nothing lands on disk.

SKILL.md

≈78 tokens always: the name and description. ≈530 when used: this file.

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

Every "AI visibility tracker" samples prompts and guesses. GA4 records the actual clicks AI engines send. Measure the real thing first, then diagnose.

Workflow

  1. Traffic by engine. google_analytics__getAiTrafficByEngine — sessions per AI source (ChatGPT, Perplexity, Gemini, Claude, Copilot…), current vs previous period.
  2. Trend. google_analytics__getAiTrafficDaily — is AI traffic growing, and did anything spike (a spike = something started citing you; find it).
  3. Cited pages. google_analytics__getAiLandingPages — which URLs AI engines actually send people to. These are your proven-citable pages.
  4. Referral detail. google_analytics__getAIReferrals for source-level detail and conversions — is AI traffic converting better or worse than organic.
  5. 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.
  6. 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.

Fallback

If the GA4 AI-traffic tools aren't available in the workspace, build the same report with google_analytics__runRawReport filtered on sessionSource matching known AI referrers (chatgpt.com, perplexity.ai, gemini.google.com, claude.ai, copilot.microsoft.com).

Source: SKILL.md on GitHub

Third-party checks

2 warnings14d3 checks · Risk SAFE
  • Gen Agent Trust Hub14d

    The skill measures AI search visibility by analyzing Google Analytics and Search Console data via a vendor-specific connector. It includes instructions to fetch and analyze external web pages, which creates a minor risk of indirect prompt injection if the ingested content contains malicious instructions.

  • Socket14d

    1 alert: gptAnomaly

  • Snyk14d

    Risk: MEDIUM · 1 issue

Provenance

Signed by skilld at f49b254. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub last week.

Activeupdated 3 weeks ago

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