Workflows
GEO-SEO — Audit Any Site for AI Search Visibility
A free Claude Code add-on that grades how likely ChatGPT, Claude and Perplexity are to recommend a website. Scores it out of 100, lists what to fix, and exports a client-ready PDF report.
Free. No email, no signup — the link downloads it.
Stuck on a step? Ask in the community
People increasingly ask an AI assistant for a recommendation instead of scrolling a results page — which means the question is no longer just where you rank, but whether you get cited at all. Doing that audit by hand means reading robots.txt, hunting for schema markup, searching platform by platform for brand mentions, then writing it up into something a client will read; agencies charge $2,000–$12,000 a month for exactly that. This runs the same checks in minutes: it scores how citable each page is, tests robots.txt against 14+ AI crawlers including GPTBot and ClaudeBot, scans for brand mentions on the platforms AI tends to cite, generates the schema markup and llms.txt the site is missing, and exports the whole thing as a designed PDF. Free and MIT-licensed.
What's inside
- The one command for a first audit, and the four that go deeper
- Needs a paid Claude plan and Python 3.8+ — how to check both first
- Windows runs in Git Bash, not PowerShell, with one exception
- Where the reports are stored, and how to delete them and the tool properly