Glossary
Generative Engine Optimization (GEO)
The practice of optimizing content so AI engines like ChatGPT, Perplexity, Claude, and Google AI Overviews cite it inside generated answers.
Generative Engine Optimization (GEO) is content strategy aimed at AI-driven search interfaces. Where traditional SEO optimizes for ranking on a list of links, GEO optimizes for being quoted inside an AI's synthesized answer.
What does GEO optimize for?
Three measurable outcomes: citation frequency (how often AI engines reference your page), citation share (what fraction of AI answers in your category cite you vs competitors), and downstream click-through from those citations.
How is GEO different from SEO?
SEO targets ranking signals — backlinks, keywords, page experience. GEO targets retrieval and citation signals — direct-answer prose, citable factual claims, structured schema, and crawler accessibility for AI bots like GPTBot, ClaudeBot, and PerplexityBot.
What are the core GEO tactics?
Lead with a 2-3 sentence direct answer, include self-contained factual claims AI can extract, structure with H2 questions for FAQ schema, and ensure GPTBot / ClaudeBot / PerplexityBot are not blocked by robots.txt.
Part of the Cite Hustle GEO glossary — definitions for generative engine optimization and AI search.