Your next customer might never visit Google. They might ask ChatGPT, Perplexity, or Google AI Overview instead. And if your site isn’t structured to be cited by those systems, you’re invisible to a growing segment of your market.
We learned this firsthand when Clinique de l’Étoile — one of France’s leading maternity clinics — came to us with a problem. Their organic traffic was fine. But patients were increasingly asking AI assistants “best maternity clinic in Paris” and getting answers that didn’t include them.
Six months later: +120% organic traffic and Top 3 citations in Google AI Overview for their key queries.
Here’s the playbook.
What GEO actually is
GEO — Generative Engine Optimization — is the practice of structuring your content so that AI models can understand, trust, and cite it.
Traditional SEO optimizes for ranking algorithms. GEO optimizes for language models. The two overlap significantly, but GEO adds requirements that traditional SEO does not cover:
Citability. AI models cite content they can extract clean facts from. If your page is full of marketing fluff, an LLM will skip it. If your page contains a clear, factual statement — “Clinique de l’Étoile performs 2,300 births per year across 50,000 consultations” — that’s something an AI can cite.
Structured data. Schema.org markup is not optional anymore. FAQ schema, HowTo schema, Organization schema, LocalBusiness schema — these are the signals that tell AI systems “this is a structured, authoritative source.”
Definitional content. AI models love “What is X?” sections. If your service page starts with a clear definition, you are giving the model exactly what it needs for a citation.
The 7-step GEO playbook
1. Add structured FAQ schema to every page. If you have FAQ content, wrap it in FAQ schema. This is the single highest-ROI GEO action.
2. Write factual statements, not marketing copy. “We’re the leading provider of innovative solutions” — useless to an AI. “izzy.agency has shipped 53 products across 6 countries since 2018” — that’s citable.
3. Add “What is [service]?” definitions. On every service page, include a 2–3 sentence definition section.
4. Use schema.org markup aggressively. Organization, Service, FAQ, HowTo, Review, Article. Every page should have at least one schema type.
5. Create authoritative content that answers real questions. Check “People Also Ask” for your key queries. Write content that directly answers those questions.
6. Ensure clean HTML structure. Semantic headings, proper paragraph breaks, descriptive alt text. AI models parse HTML structure to understand content hierarchy.
7. Publish consistently. Freshness matters. AI models weight recent content higher.
What most agencies get wrong
Most agencies treat GEO as “just add more schema.” That’s table stakes. The real differentiator is content quality.
AI models are surprisingly good at detecting filler content. The companies winning at GEO are the ones who write content as if they were writing documentation: clear, factual, specific, structured.
Results you can expect
Based on our work with Clinique de l’Étoile and our own site:
- Schema markup implementation: 2–4 weeks to see citation improvements
- Content restructuring: 4–8 weeks for measurable traffic changes
- Consistent publishing: compound effects start around month 3
- Full GEO optimization: +80–150% organic traffic within 6 months
GEO and SEO aren’t competitors
Everything you do for GEO also helps traditional SEO. Structured data improves rich snippets. Factual content improves E-E-A-T signals. Clean HTML improves crawlability.
The difference is that GEO adds a new distribution channel — AI search — on top of your existing SEO foundation. You’re not choosing between them. You’re stacking them.