AI visibility skill

Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling.

by Ryze-AI-Adgent·MIT license·★ 3,135 Stars on the repo·GitHub ↗

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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

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__getAIReferrals for 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.

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).

1	---
2	name: ai-visibility
3	description: 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".
4	---
5
6	# AI Visibility
7
8	## Requires
9
10	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
11
12	Every "AI visibility tracker" samples prompts and guesses. GA4 records the actual clicks AI engines send. Measure the real thing first, then diagnose.
13
14	## Workflow
15
16	1. Traffic by engine. `google_analytics__getAiTrafficByEngine` — sessions per AI source (ChatGPT, Perplexity, Gemini, Claude, Copilot…), current vs previous period.
17	2. Trend. `google_analytics__getAiTrafficDaily` — is AI traffic growing, and did anything spike (a spike = something started citing you; find it).
18	3. Cited pages. `google_analytics__getAiLandingPages` — which URLs AI engines actually send people to. These are your proven-citable pages.
19	4. Referral detail. `google_analytics__getAIReferrals` for source-level detail and conversions — is AI traffic converting better or worse than organic.
20	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.
21	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.
22
23	## Output
24
25	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.
26
27	## Fallback
28
29	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).
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