GEO vs SEO: how to get recommended by ChatGPT

SEO optimizes for a ranking. GEO — Generative Engine Optimization — optimizes for a recommendation. As AI assistants absorb more of the discovery journey, the second one increasingly decides whether buyers ever hear your name.

The core difference

SEO is about a position on a page you control entry to. GEO is about being one of the few brands a model decides to name in a synthesized answer. You don't optimize a single page for a keyword — you build the kind of presence that makes a model confident enough to recommend you.

What moves the needle in GEO

• Be present where models learn: review sites, comparisons, directories, and authoritative third-party mentions in your category.
• Make your facts machine-readable: clear product descriptions, structured data, and a consistent entity (name, category, what you do) across the web.
• Earn citations: AI answers often lean on a handful of trusted sources — get included in them.
• Reduce ambiguity: a model that isn't sure who you are or what you do will leave you out.

Where to start

You can't improve what you can't see. Start by measuring how the major models answer the real questions in your category today: who they recommend, where you appear, and which competitors are winning the answer. That baseline tells you exactly which GEO levers will move your visibility the most.

An Artiviant audit gives you that baseline in minutes, then a prioritized 30/60/90-day plan to close the gap.