seo-geo
Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences. Generative Engine Optimization (GEO) analysis including brand mention signals, AI crawler accessibility, llms.txt compliance, passage-level citability scoring, and platform-specific optimization. Use when user says "AI Overviews", "SGE", "GEO", "AI search", "LLM optimization", "Perplexity", "AI citations", "ChatGPT search", or "AI visibility".
Install
Install this Claude and Codex skill with the command below. The command stays visible even when copy support is unavailable.
git clone https://github.com/AgriciDaniel/claude-seo /tmp/claude-seo && ln -s /tmp/claude-seo/skills/seo-geo ~/.claude/skills/seo-geoFrom README
AI Search / GEO Optimization (May 2026) Primary Source: Google's AI Optimization Guide Google's official position, published under Search Central docs: "Optimizing for generative AI search is still SEO from Google's perspective. AEO and GEO are rebranded labels for the same work." Read references/google-ai-optimization-guide.md for the full synthesis, myth-busting list (llms.txt, chunking, AI-rephrasing, mention-farming, all rejected by Google as ineffective), and the Who/How/Why test for content quality. Audits should frame GEO findings as SEO fundamentals applied to AI-search surfaces, not as a separate optimization discipline. When community recommendations contradict Google's primary source, defer to Google and note the contradiction in the report.