cyberneticlibrary

Optimize content for AI-generated answers

geo-content-optimizerskillsetup L11,626
aaron-he-zhu/seo-geo-claude-skills
What it does

Optimize content for AI citation in ChatGPT, Perplexity, Claude, Gemini, and AI Overviews

Best for

Publishers capturing share of AI-generated answer traffic by making content more quotable and factual.

Inputs
  • · content URL
  • · target keywords for AI citing
  • · current content
Outputs
  • · citation-optimized content rewrite
  • · structure recommendations (bullet points, definitions, facts)
  • · claim prioritization for AI training
Preconditions
  • · content exists and is indexable
  • · target keywords identified
Failure modes
  • · optimizing for AI neglects search engine optimization
  • · citations sound synthetic (not author voice)
  • · factual claims unsupported in rewrites
Trust signals
  • · AI citation optimization distinct from traditional SEO
  • · multi-model support (ChatGPT, Perplexity, Claude, Gemini, AI Overviews)
  • · structure recommendations (facts, claims, sources for AI)
  • · version 9.9.10 + Apache-2.0 license