GEO — Generative Engine Optimization

At GeoAeoAle the term combines three jobs: remove technical barriers to fetching a page, express claims so they can be read unambiguously, and let a person verify them against primary evidence. Subsequent retrieval and link selection remain decisions of the individual system.

Section sources:[1] Google Search Central[2] OpenAI Developers

SEO commonly measures discovery, indexing, impressions, and visits from search results. GEO adds observation of synthesized answers: mentions, attribution, and displayed links. Much of the technical foundation is shared; the observable outcomes differ.

Section sources:[1] Google Search Central[2] OpenAI Developers

A study publishes its question, method, results table, period, limitations, and primary documents. The server returns complete HTML at a stable URL. That is sound GEO preparation. If ChatGPT Search or Google AI Search omits the page, the answer surface needs a separate test.

Keep HTTP access, index status, mention, citation, and referral separate. For an answer test, record the exact prompt, language, country, mode, time, and full result. A share of 8 out of 40 answers with a link is more informative than an abstract “GEO score of 72.”

A crawler visit is labeled a citation, or every copy change is explained as a hidden ranking factor. A log proves only a resource request, and timing alone does not establish causation.