Distillations of what we know, drawn from decades of experience.
Growth architecture, agentic AI, and the systems underneath — the expertise we live in every day, written down and kept current. Every edit logged.
geoaeo
GEO vs SEO: What Actually Changes When Search Becomes an Answer Engine
GEO and SEO are not rivals. Generative engine optimization runs on the same index as search — what changes is the unit of visibility. Here is what stays the same, what genuinely shifts, and where teams waste effort.
v1.04 min read
geoaeo
Measuring GEO and AEO: The Metrics That Replace Rankings
Rankings and sessions stop telling the truth when AI answers the query. Here is the measurement frame for generative and answer engine optimization — citation frequency, AI referral traffic, answer inclusion, and conversion by source.
v1.04 min read
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