GEO vs SEO Explained
Generative Engine Optimization vs traditional search engine optimization.
As AI models synthesize direct answers for users, traditional Search Engine Optimization (SEO) is expanding into Generative Engine Optimization (GEO). Learn how citation models evaluate authority and relevance in the age of conversational search.
Unlike traditional search engines that rank blue links based on keywords and PageRank, Generative Engines prioritize information completeness, citation relevance, entity authority, and clean, machine-friendly layouts.
AI crawlers rely on structured schema markup, clean markdown summaries, and standard metadata. Providing a highly structured sitemap and manifests like llms.txt ensures model crawlers can cleanly digest your brand's core data.
Conversational agents cite authority. To earn links in ChatGPT or Perplexity search, your content must contain original statistics, actionable research, clear case studies, and unambiguous, factual definitions.
Publish a clean machine-readable manifest using our generator tool.
LLMs.txt GeneratorContinue with these guides to strengthen your technical SEO workflow.