ai-visibility
Measure real AI-engine visibility — traffic from ChatGPT, Perplexity, Claude, Gemini and which pages they cite — from actual GA4 referral data, not prompt sampling
Install / Use
npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibilityInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AI & Machine LearningSupported Platforms
Our assessment of ai-visibility
ai-visibility scores 74/100 on our quality scale, 850th of 958 AI & Machine Learning skills we index.
Its SKILL.md is 2.4 KB long, split into 5 sections and no code examples: moderately detailed.
With 1,364 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 9 days ago, so ai-visibility is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
ai-visibility compared with similar skills
All 4 of these similar skills score higher than ai-visibility; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| ai-visibility (this skill)by Ryze-AI-Adgent | 74 | 1.4k | 9d ago | SKILL.md |
| claude-memby thedotmack | 100 | 95.2k | today | CLAUDE.md |
| Agent-Reachby Panniantong | 100 | 88.6k | 17d ago | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 85.1k | today | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 74.3k | today | CLAUDE.md |
Frequently asked questions
- How do I install ai-visibility?
- Run
npx skills add Ryze-AI-Adgent/open-seo-mcp-skills --skill ai-visibility. The install tabs above show the steps for each supported agent. - Which AI agents does ai-visibility work with?
- It is written for Claude Code, Gemini CLI and Cursor, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is ai-visibility safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is ai-visibility still maintained?
- The repository was last updated 9 days ago, so ai-visibility is actively maintained.
Skill content
View source on GitHubname: ai-visibility 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".
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__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.
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).
Related Skills
claude-mem
95.2kPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Agent-Reach
88.6kGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Understand-Anything
85.1kGraphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
headroom
74.3kCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.