The GEO knowledge hub
Cornerstone writing on generative engine optimization. How AI systems read the web, how they decide which brands to name, and how to become the answer they give. Written for operators who want the mechanism, not the hype.
What is Generative Engine Optimization?
The canonical definition. What GEO is, how it works, and why being the answer beats ranking a link.
02 · FoundationsThe Death of SEO and the Birth of GEO
Search moved from ten links to one answer. What that shift breaks, what it rewards, and why ranking is no longer the goal.
03 · ComparisonGEO vs SEO vs AEO
Three disciplines, side by side. What each optimizes, where it competes, and how it is measured.
04 · MechanismThe Technical Architecture of AI Recommendations
Retrieval, grounding, and trust. A precise walk through how an assistant assembles the answer that names a brand.
05 · MeasurementHow GEO Is Measured
Share of voice, citation frequency, and recommendation rate. The metrics that tell you GEO is working.
06 · IdentityEntity Disambiguation: Why Your Brand Is Invisible to AI
If a model cannot tell your brand apart from a namesake, it stays silent. How entities are resolved, and how to win the name.
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