Individual skill
ai-search-optimization
Use to get a brand and its content CITED and RECOMMENDED by AI answer engines — the GEO (Generative Engine Optimization) / AI-search-visibility skill. Run when the user says "GEO," "get cited by ChatGPT/Perplexity/Google AI," "ChatGPT SEO," "LLM SEO / LLMO," "AI Overviews," "answer engine optimization (AEO)," "will AI recommend my brand," or wants to show up in AI-generated answers, not just the feed or Google links. Reads brand-profile and audience first. AI engines retrieve + fan-out and cite community/social sources heavily (Reddit, YouTube, Wikipedia); platforms disagree; earned media beats product pages; extractable, fresh content drives citation. Covers the four GEO levers (retrievable, earned mentions, extractable content, entity clarity), authentic social plays, and the manual prompt-audit method. Refuses astroturfing; never fabricates "share of voice." Sibling of social-seo (platform + Google search). Judges via the audit + GEO tools + AI referral traffic.
skills-imported/ai-search-optimization/SKILL.md
Source commit faf37c0859ebf627bfcb5225e8057d088691e0ae
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- Last checked
- Nov 8, 2026
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Repository context
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- 54
- Repository last updated
- Oct 10, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- ai-agents Repository topic
- ai-agents-automation Repository topic
- ai-skills Repository topic
- awesome Repository topic
- awesome-list Repository topic
- chatgpt Repository topic
- claude-skills Repository topic
- meta-ai Repository topic
- muse-ai Repository topic
- marketing Derived category
- writing Derived category
- security Derived category
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SKILL.mdcore · 8,189 bytesevals/evals.jsonasset · 4,925 bytesreferences/audit-and-measurement.mddoc · 3,401 bytesreferences/examples.mddoc · 3,798 bytesreferences/how-ai-engines-cite.mddoc · 4,894 bytesreferences/the-geo-levers.mddoc · 5,051 bytes
Read excerpt
# AI Search Optimization (GEO)
Get your brand **into the answer** when people ask ChatGPT, Perplexity, Google AI, Gemini, or Copilot
a question in your space — instead of watching a competitor get named. This is **GEO** (Generative
Engine Optimization; also AEO/LLMO): optimizing to be **cited and recommended** by AI engines. It
supplements search/SEO; it doesn't replace it.
Four truths shape everything:
1. **AI answers are built by retrieval + fan-out.** Engines retrieve live from search indexes
(ChatGPT via OpenAI's own crawler/index, OAI-SearchBot — historically Bing-seeded; Google feeds
AI Overviews/AI Mode) and split your topic into sub-queries — so **ranking in search feeds AI
citation**, and you optimize for a constellation of questions.
2. **AI cites community/social sources most.** Reddit, YouTube, Wikipedia, LinkedIn, listicles and