GEO stands for Generative Engine Optimization. The pitch: optimize your content so AI search engines (ChatGPT, Perplexity, Claude) cite you more.
It sounds smart. It's not.
What GEO claims
GEO consultants say you need special formatting. Structured data. "AI-friendly" writing. Semantic markup. Specific keywords.
They charge money for this.
What actually happens
AI models read text. That's it. They don't care about your markup. They don't check your schema.org tags. They process tokens.
If your content answers a question well, AI cites you. If it doesn't, no amount of "GEO" helps.
The evidence
Look at what AI actually cites:
- Wikipedia (no special GEO)
- Reddit (terrible markup)
- Random blogs (basic HTML)
- Academic papers (PDFs)
AI doesn't prefer "optimized" content. AI prefers good content.
Why GEO is attractive
It's new. SEO is crowded. GEO feels like early-2000s SEO — a fresh arbitrage opportunity.
But there's no arbitrage. There's no secret signal. AI models don't rank content like Google. They generate answers based on training data and context.
You can't optimize for something that doesn't use ranking signals.
What the AI companies say
OpenAI, Anthropic, Google — none of them publish "GEO guidelines." They don't tell you how to get cited more. Because there isn't a formula.
If GEO worked, they'd warn users about it. Like Google warns about SEO manipulation. They don't.
The real way to get cited
Write clear answers to specific questions. Cover topics thoroughly. Be original. Be accurate.
That's it. No tricks.
The danger of GEO
GEO encourages bad writing. Short paragraphs. Keyword stuffing. "AI-optimized" structure that humans hate.
This hurts you twice. Humans bounce. AI sees low engagement and stops citing.
What to do instead
Ignore GEO. Write for humans. Explain things clearly. Build authority on topics.
AI will cite you because your content is useful. Not because you followed some checklist.
GEO is marketing hype. Don't fall for it.