One job, five names

GEO is the research term, from the 2023 Princeton paper that named generative engine optimization. AEO is the business term, traced back to Trustpilot and BrightonSEO in 2017 and 2018. LLMO, AIO and AI visibility are the same work described by tool vendors. We use AEO as the umbrella because it names the outcome: being the answer.

TermWho uses itWhat it emphasizes
AEO, answer engine optimizationAgencies, HubSpot, buyersBeing cited and recommended in the answer
GEO, generative engine optimizationResearchers, SEO pressOptimizing content for generative engines’ retrieval and synthesis
LLMOTechnical practitionersBeing present in model training and retrieval
AIO, AI optimizationSome agenciesA catch-all
AI visibilitySemrush, Ahrefs, Profound and other toolsThe measurement layer: mentions, citations, share

Google’s own guidance acknowledges the AEO and GEO labels and says the work is still grounded in SEO fundamentals. We agree, and we add the part the fundamentals do not cover: the argument, the ecosystem, and the measurement.

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