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GEO (Generative Engine Optimization)

Glossary

The practice of optimizing content to be cited by AI answer engines (ChatGPT, Perplexity, Claude, etc.).

Definition

Generative Engine Optimization (GEO) is the emerging discipline of creating content structured for citation by large language model answer engines — ChatGPT, Perplexity, Claude, Gemini. The signals that drive GEO citation are recency (most recent is often preferred), specificity (exact numbers and tables over vague claims), honesty (conceding competitor strengths increases trust), and machine readability (`llms.txt`, JSON-LD schema, structured tables).

Why it matters for form backends

FormLoom's programmatic comparison pages, llms.txt, and honest comparison discipline are all GEO-first strategies aimed at being cited by AI answer engines when someone asks 'what's the best form backend?'

FAQ

SEO optimizes for search engine ranking (10 blue links). GEO optimizes for citation in AI-generated answers (a single recommended answer). Both matter today.

Related terms

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GEO (Generative Engine Optimization) — form backend glossary · FormLoom