Agent skill · marketing growth · kostja94
generative-engine-optimization
When the user wants to optimize for AI search visibility (ChatGPT, Claude, Perplexity, AI Overviews). Also use when the user mentions "GEO," "AEO," "generative engine optimization," "AI search visibility," "LLM optimization," "GitHub GEO," "Grokipedia," "optimize for ChatGPT," "AI Overviews," "Bing Copilot," "Yandex AI," "Perplexity optimization," "GEO strategy," or "AI search optimization." For third-party publishing strategy (which platforms to use), use parasite-seo. For GitHub repos, README, and Awesome lists, use github. For Medium.com only, use medium-posts. For Grokipedia edits, use grokipedia-recommendations. For traditional Google SERP strategy, use seo-strategy.
Why this skill is useful
Provides specific strategies for optimizing content visibility in AI search platforms that the AI wouldn't reliably generate on its own.
What it needs
About 6k tokens when loaded. Last updated 2026-06-09. 860 stars on the source repository.
What this skill does
Strategies: GEO (Generative Engine Optimization) Guides GEO/AEO strategy for AI search visibility. GEO optimizes content for ChatGPT, Claude, Perplexity, and AI search summaries (Google AI Overviews, Bing Copilot, Yandex Search with AI)—getting cited in AI-generated answers rather than ranking in traditional SERPs. See serp-features for AI search as SERP features; featured-snippet for snippet optimization that overlaps with AI Overviews. When invoking: On first use, if helpful, open with 1-2 sentences on what this skill covers and why it matters, then provide the main output. On subsequent use or when the user asks to skip, go directly to the main output. Scope GEO = Generative Engine Optimization AEO = Answer Engine Optimization LLMO = Large Language Model Optimization AIO = Artificial Intelligence Optimization All refer to the same goal: visibility in AI assistant responses. GEO vs. SEO Dimension SEO GEO ----------- ----- ----- Goal Rankings in search results Citations in AI answers User path Click → visit → convert Answer in-place; may not visit Content Full page optimization Clear, citable paragraphs Metrics Clicks, traffic Citations, brand mentions Platforms Google, Bing, Yandex (organic) AI Overviews, Copilot, Yandex AI, ChatGPT, Perplexity Both matter: Create content that ranks and gets cited. AI search summaries (AI Overviews, Copilot, Yandex AI) are SERP features—see serp-features. When SERP features cause zero-click (user gets answer without clicking), citation becomes the primary value; optimize for being cited, not just ranked. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills kostja94/geo