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seo-aeo-geo

Skill

Optimize content and site structure for AI-driven search experiences including AI overviews, large language model citations, generative answer engines, and AI assistants. Use this skill whenever the user wants to optimize for AI search, get cited by language models, appear in AI overviews, build llm

0Machine Learning

Install

git clone https://github.com/rampstackco/claude-skills.git ~/.claude/skills/seo-aeo-geo

What is seo-aeo-geo?

Optimize content and site structure for AI-driven search experiences including AI overviews, large language model citations, generative answer engines, and AI assistants. Use this skill whenever the user wants to optimize for AI search, get cited by language models, appear in AI overviews, build llms.txt, structure content for AI extraction, or future-proof their SEO for the shift from blue links to AI answers. Triggers on AEO, GEO, AI search, AI SEO, AI overview, generative search, LLM optimization, llms.txt, AI citation, ChatGPT search, Perplexity, Gemini, Claude search, AI assistant optimization, answer engine. Also triggers when the user expresses concern about AI eating their organic traffic or wants to understand how to remain visible as search shifts.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~192 tokens of context used while enabled, before you invoke anything

Documentation

README · ~5 min read

AEO and GEO

Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO). Make content discoverable, extractable, and citable by AI search experiences.

This skill encodes principles. AI search products evolve fast. The principles age slower than the products.

When to use

  • Optimizing content for AI overviews and generative answer engines
  • Building or updating llms.txt
  • Structuring content so AI assistants can extract and cite it correctly
  • Future-proofing a site as search shifts from blue links to AI answers
  • Auditing whether existing content is AI-friendly

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