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How we think about search markets.

Market modeling, commercial page architecture, AI visibility, and the economics of organic search. Written for founders, growth leads, and the people who build.

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AI Visibility·February 24, 2026·5 min read

SEO and GEO Are Not Separate Systems

Every few years, a new channel appears and someone declares that SEO is dead. GEO (Generative Engine Optimization) is the latest version of this argument. It is not wrong. But it is incomplete.

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