SEO vs GEO: The Difference and What Carries Over

The distinction matters because the two games are scored differently. In SEO, position three still gets clicks. In a generated answer there is no position three — there are the businesses the model names and everyone else. That makes visibility more binary, and it makes the gap between assistants worth knowing.

The gap is measurable: SOCi's 2026 index found ChatGPT recommending barely one local business in a hundred, a fraction of the rate at which Google's local pack surfaces them.

Read the last row first. Nothing in GEO asks you to undo good SEO — the disciplines diverge in where the next dollar of effort goes, not in what the site underneath should be.

The same continuity applies to access. A robots.txt that blocks AI crawlers, or a firewall rule that challenges them, removes a site from consideration before any content quality question arises. A large share of "we're never cited" diagnoses turn out to be access problems, not content problems.

Entity consistency carries over too. Name, address, and category information that agrees across the listings AI assistants actually read is groundwork both disciplines share — it just was not urgent until assistants started answering local questions.

Schema is still worth doing. It earns rich results in traditional search and helps reconcile a business as an entity in the Knowledge Graph. What it is not is a citation lever, and any proposal selling it as one is selling against the only controlled evidence available.

A related conflation to watch: Google deprecated the FAQPage rich result on May 7, 2026. The visible question-and-answer format on the page is more valuable than ever — it is what gets extracted. The markup is the part that stopped mattering. Vendors who bundle the two are charging for the half that does nothing.

That inversion is the practical difference for budgets. In Ahrefs' 75,000-brand analysis, mention-type signals correlated with AI visibility roughly three times as strongly as backlinks. Original data only you could have published, and inclusion in other people's roundups, follow the same earned-not-owned pattern.

For an SEO-trained team, the translation is simple: keep the site you built, redirect the link-acquisition budget toward being genuinely talked about — reviews, video, local press, data worth citing.

In practice that means every heading is a question a buyer would type, the first forty to sixty words under it resolve that question completely, and the evidence follows — a statistic with its source named, a comparison, or an honest caveat. Each passage has to stand alone, because retrieval extracts the chunk, not the page.

The word-count point cuts against long habit. Padding a page toward a target does not help it get cited and dilutes the passages that would have been extracted cleanly. This post is deliberately short.

The right posture is one program, not two: the same server-rendered site, the same well-structured pages, the same consistent entity data serve both. What changes is where the incremental effort goes — toward earned mentions, video, and citable original data rather than another month of link acquisition.