AI Visibility Report
Measure which AI engines send traffic to your site and which pages they cite, using GA4 data
- Repository
- Ryze-AI-Adgent/open-seo-mcp-skills
- Stars
- 8,676
- Licence
- MIT
- Files
- 1 file
What it does
This skill teaches an AI agent to check how much website traffic comes from AI assistants like ChatGPT, Perplexity, Gemini, Claude and Copilot, using real analytics referral data rather than guessing from sample prompts. The agent looks at trends, finds which pages AI engines actually send visitors to, and compares them with pages that rank in search but get no AI traffic. It then suggests concrete changes to pages so they are more likely to be cited.
Great for
- SEO and GEO/AEO specialists who want to know whether AI search is sending real visitors
- Marketing teams deciding which pages to restructure for AI answers
- Site owners who already use Google Analytics 4 and Search Console
Skip it if
- Sites without GA4 or Search Console data, since the core workflow depends on those tools (the skill's own fallback also needs GA4 access)
- Anyone expecting exact control over how AI engines rank content; the skill only observes patterns on pages that already get cited and does not guarantee citations
Try asking
- “Show me how much of our traffic comes from ChatGPT and Perplexity this month versus last month”
- “Which of our pages are AI engines actually sending visitors to?”
- “Find pages with strong organic search queries but zero AI referrals and suggest how to restructure them”
- “Do LLMs cite us? Give me an AI visibility report for our site”
Install in 3 steps
- 1
Download the skill
The ZIP contains the 1 original files, the MIT licence and an attribution note.
ai-visibility.zip - 2
Add it to your agent
Claude Code (all projects)
mkdir -p ~/.claude/skills && unzip ai-visibility.zip -d ~/.claude/skills/Claude Code / Agent SDK (this project only)
mkdir -p .claude/skills && unzip ai-visibility.zip -d .claude/skills/Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.
- 3
Ask for the task
No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.
Get better results
- Connect the Ryze connector first and confirm the GA4 and Search Console tools appear before asking for a report
- Ask for the top 2-3 cited pages to be read so the agent can describe the citation pattern concretely
- Review the proposed page changes yourself before editing content, since the recipe is inferred from a small sample of pages
What's inside
- SKILL.md
Redistributed unmodified from Ryze-AI-Adgent/open-seo-mcp-skills under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.