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

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# 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