geo

name	geo
description	Optimize a website for AI-powered search engines. Use when the user mentions GEO, AI search, AI SEO, AI visibility, Perplexity, ChatGPT Search, Google AI Overviews, or provides a URL for AI search optimization.
license	MIT
compatibility	claude-code opencode github-copilot devin pi cursor

GEO

Optimize websites for AI-powered search engines.

When to use

• Audit a site for AI search visibility.
• Check if AI crawlers can access a site.
• Analyze or generate schema markup.
• Optimize content for AI citation.
• Generate GEO recommendations.

Workflow

1. Discovery: fetch homepage, detect business type, check robots.txt, fetch sitemap.
2. Analysis: score these areas:
   • AI crawler access
   • Structured data
   • Content citability
   • Technical foundations
   • Brand signals
   • llms.txt presence
3. Report: output a markdown report with score, breakdown, critical issues, and prioritized actions.

Scoring

Category	Weight
AI crawler access	20
Structured data	20
Content citability	20
Technical	15
Brand signals	15
llms.txt	10

Critical crawlers

• GPTBot
• OAI-SearchBot
• ClaudeBot
• PerplexityBot

Must-have schema

• Organization
• WebSite + SearchAction
• Business type: LocalBusiness, Product, SoftwareApplication, or Article

Output

Generate GEO-AUDIT-REPORT.md with:

• Overall score and rating
• Score breakdown
• Critical issues
• Prioritized recommendations
• Technical details

Limits

• Max 5 pages per audit
• 10 seconds timeout per page
• Respect robots.txt
• 1 second between requests