seo-geo

Solid

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".

AI & Automation 28 stars 10 forks Updated 1 months ago MIT

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Skill Content

# 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. ## Key Statistics | Metric | Value | Source | |--------|-------|--------| | AI Overviews reach | 1.5 billion users/month across 200+ countries | Google | | AI Overviews query coverage | 50%+ of all queries | Industry data | | AI-referred sessions growth | 527% (Jan-May 2025) | SparkToro | | ChatGPT weekly active users | 900 million | OpenAI | | Perplexity monthly queries | 500+ million | Perplexity | ## Critical Insight: Brand Mentions > Backlinks **Brand mentions correlate 3x more strongly with AI visibility than backlinks.** (Ahrefs December 2025 study of 75,000 brands) | Signal | Correlation with AI Citations | |--------|------------------------------| | YouTube mentions | ~0.737 (strongest) |...

Details

Author
georgekhananaev
Repository
georgekhananaev/claude-skills-vault
Created
8 months ago
Last Updated
1 months ago
Language
Python
License
MIT

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