GEO, AEO and Local SEO: same Google rules, a separate measurement surface

This piece sorts that tension. It does not promise clicks or medical outcomes. The lead path here is visibility and audit.

Three acronyms, three jobs.

Local SEO is the foundation: a current Google Business Profile, a consistent address, opening hours, LocalBusiness markup where it helps rich results.[4][5][10] For clinic pages, start from clinic solutions.

AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) are market terms. Google writes that many of the sold «hacks» are neither effective nor supported by how Search works.[2] In the research, GEO is narrower: visibility as a citation or use inside a generated answer, not as a blue-link rank.[6][7]

Local Pack positions alone do not show that new surface. The other way around, buying a GEO toolkit while the profile goes stale often drops the eligibility everything else sits on.

The eligibility rule is short. The page has to be indexed and allowed to appear in Search with a snippet. «There are no additional technical requirements.»[1] The same foundational SEO practices apply. Google says no special optimization is needed for AI Overviews or AI Mode.[1]

«Is SEO still relevant for generative AI search?» The optimization guide answers «In short, yes!».[2] The generative features sit on the same ranking and quality systems.

Google does not support chunking tricks, inauthentic mentions, or an extra schema only for generative search. Structured data is not required for generative AI search, and there is no special schema.org markup for it.[2] LocalBusiness still helps rich results; required fields there are name and address.[4] Different job.

For local businesses, Google still lists a current Business Profile among the basics that are worth doing.[1][5] Maps and the Knowledge Panel run through the verified profile. An AEO hack does not replace that.

On 3 June 2026 Search Console announced dedicated Search Generative AI performance reports. They show impressions in features such as AI Overviews and AI Mode, first for a subset of sites.[3]

In February 2026 Bing Webmaster Tools opened a public preview called «AI Performance». «visibility is not only about blue links», it says. The question is whether content gets cited in Copilot and AI summaries. Bing calls that an early step toward GEO tooling.[9] For location-based AI answers Bing stresses current business info and Bing Places.[9]

Own measurement surface, own object. Local Pack rank still matters. It is not the same as «was this page named in a generated answer?».

Aggarwal et al. introduce GEO as «the first novel paradigm»: visibility in generative-engine answers, with its own visibility metrics.[6] The same work appeared at KDD 2024 (DOI 10.1145/3637528.3671900; issued 24 August 2024).[11] Chen et al. write that the shift to synthesized, citation-backed answers makes SEO necessary but not sufficient, and they also call that GEO. Local AI search, they say, needs strategies «beyond traditional Google Local SEO».[7]

«By up to 40%» GEO can boost visibility in generative-engine responses, Aggarwal et al. report in their own setting.[6] Relative measure, paper setting. Martinez read 45 studies (November 2023 to July 2026) and rejected the figure as a general claim: the gain holds when the source is already in a fixed context. None of the reviewed techniques showed a stable, longitudinal, cross-platform causal effect on organic discoverability or downstream behavior.[8]

Academically, GEO is a different target than rank. «40% more traffic» does not follow.

schema.org defines LocalBusiness as a particular physical business or branch. One type example is a medical practice. That is a class label, not a medical claim.[10]

Google requires name and address among other fields for local-business rich results. It explains the Knowledge Panel and Maps through the Business Profile.[4][5] Bing ties local AI answers to a current address, hours, contact, and Bing Places.[9]

Without that foundation, eligibility is often already missing. With it alone you still cannot see whether an AI answer names you. Once the property gets the reports in [3] and [9], measurement lives there.

Keep Business Profile and Bing Places current: address, hours, contact, category. That stays the base.[5][9]

Keep pages indexable, with a clear snippet. Do not invent extra technique for AI Overviews.[1][2]

LocalBusiness markup is worth it for rich results if the page is a local business. It is not a GEO spell.[2][4]

Look in Search Console for the Generative AI reports. If they are missing, the property is probably still outside the rollout set.[3] Same for Bing AI Performance.[9]

Paper percentages are not a traffic guarantee.[6][8]

If profile, markup and measurement do not line up, that is an audit topic. Not a new channel to buy. More writing is on the blog.

On 31 August 2026 Google released two things to all websites worldwide. The generative AI performance report in Search Console now shows how often links to your site appeared in AI Overviews and AI Mode, broken down by pages, countries, devices and date range.[12] And a property-level control lets you exclude your site from those generative features or include it again; the default is inclusion.[13]

With the report, what it measures deserves a close look: impressions. Clicks, click-through rate and position do not appear in it. So anyone talking about measuring AI citations is, at Google, currently counting AI visibility. Attribution goes to the canonical URL after redirects, Search Labs experiments are excluded, and the same row limit applies as in the regular performance report.[12]

The control is more precise than it sounds. An exclusion prevents both the linking and the use of your content as grounding for generated answers. Google states explicitly that this control is not a ranking or inclusion signal for the rest of Search, and that it does not affect AI training; Google-Extended covers that.[13][14]

Beside the new control there is an older, quieter way to disappear from AI answers. Google's robots meta tag specification states that nosnippet applies to all result formats, AI Overviews and AI Mode included, and prevents the content from being used as a direct input for those features.[18] A max-snippet value set too tightly works in the same direction.

In practice such directives often come from an old precaution against snippet scraping, or from a template nobody reads any more. So checking whether your clinic is even allowed to appear in AI answers starts in three places: the property control, the robots directives on the page, and the bot rules in your firewall or WAF.