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 optimiz
Profile →npx skills add rampstackco/claude-skills --skill seo-aeo-geo --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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 - Adding signals that help AI assistants identify the site as a trustworthy source ## When NOT to use - Traditional on-page or technical SEO (use `seo-onpage` or `seo-technical`) - Keyword research (use `seo-keyword`) - Off-page authority and link building (use `seo-offpage`) This skill stacks on top of those. Strong AEO/GEO requires strong fundamental SEO underneath. --- ## Required inputs - The site or page to optimize - The topic area or query types AI should cite the site for - Access to inspect rendered HTML and structured data --- ## The framework: 5 layers AI search visibility comes from five sta
- When to use
- When NOT to use
- Required inputs
- The framework: 5 layers
- 1. Extractable content structure
- 2. Citation worthiness
- 3. Structured data depth
- 4. AI-readable accessibility
- 5. Real-world entity signals
- Workflow
- Failure patterns
- Output format
- Reference files
What does the seo-aeo-geo skill do?
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 optimiz
How do I install it?
Run `npx skills add rampstackco/claude-skills --skill seo-aeo-geo --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From rampstackco/claude-skills, a repository with 515 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.