AI systems · Search

GEO vs SEO: what actually changed, with our own numbers

GEO is being sold as a new discipline with its own price tag. We looked at our own sites instead of taking anyone's word for it, and the numbers point somewhere more specific than a new service.

WritingBy Landon LittleSeptember 28, 20267 min read

The pitch being sold right now

Search a term like "generative engine optimization services" and the results are a wall of agency listicles, several of them advertising specific numbers: hundreds of percent growth in AI citations, several-times return on investment, all at retainers in the $3,000 to $10,000-plus a month range.

We are not going to add our own version of that claim to the pile, and not because we do not care about the category. We simply do not have signed clients or documented results to cite, and we are not going to invent any. What we do have is our own measured data, across our own four sites, which is worth more here anyway: nobody has an incentive to make it look better than it is.

What we pulled, and from where

Google Search Console has a dedicated "Generative AI features" report, separate from the regular Performance report, that tracks how often a page shows up inside an AI-generated answer rather than a traditional blue-link result. It is a citation and visibility signal, not a click signal: AI Overviews are largely zero-click by design, the answer is often served without anyone visiting the page.

We first checked this report across four sites we run on 2026-09-05, and pulled it again today to see whether the pattern held or was a one-time artifact. It held, and every property grew.

The numbers, three weeks apart

GSC "Generative AI features" report, 90-day trailing window, both pulls
PropertyAI impressions (Sep 5)AI impressions (Sep 28)GrowthTop-cited page
Government-services directory1,4002,4901.8xA specific province's land-use and demographic page
Citizen-safety guide site1795293.0xA city-specific emergency-preparedness guide
B2B SaaS marketing site (this one)832352.8xA cost breakdown for a specific market
Company homepage43551.3xThe homepage itself, brand-query dominated

Two things stand out. Every property grew, in a range of 1.3x to 3.0x in three weeks, on a report we were not actively trying to move. And the ranking of which property grew fastest lines up almost exactly with how much factual, single-purpose reference content each one carries versus how much of the site is a pitch.

What gets cited is not what you would guess

On every single property, the pages with the most AI-citation impressions are not the homepage, not a service page, not a pricing page. They are the pages that answer one specific, factual question as directly as possible.

  • The government-services site's top page is a specific province's land-area, population, and land-use status, not its homepage or its product page.
  • The citizen-safety site's top page is a specific city's emergency-preparedness guide, not its app-download page.
  • This site's own top page is a cost breakdown for a specific market, not a service lander.
  • The one exception, the plain company homepage, is dominated by its own brand name being searched directly, which is a different mechanism entirely, not a counterexample.

This is the same pattern that already drives ordinary organic search on these same sites. Specific, well-sourced, clearly structured reference content wins both surfaces, because an AI system reading a page to decide whether to cite it is doing something close to what a search engine already does when deciding whether to rank it.

Why we do not sell GEO as its own line

If the work that wins AI citations is the same work that wins ordinary search, selling a separate "GEO package" alongside an SEO package means charging twice for one piece of work. We do not do that, and we say so plainly rather than staying quiet about it.

Showing up in AI answers is included in our Local SEO work: service-area pages, citations, on-page structure, and Google Business Profile upkeep, done every month. It is a feature of doing that work properly, not a separate line item with a separate invoice.

What this is not saying

  • This is not a traffic claim. AI Overview impressions are largely zero-click; a citation is a visibility signal, not a visitor.
  • The absolute numbers are still small everywhere except the government-services site. 55 and 235 impressions over 90 days are thin samples, not proof of a channel at scale.
  • This is a snapshot comparison at two points three weeks apart, not a rate we are tracking continuously. We would want a few more check-ins before calling the growth curve reliable.
  • None of this is a result we produced for a client. It is our own properties, measured by us, which is exactly why we can show it without violating our own rule against citing results we have not verified.

Questions this post answers

What is GEO (generative engine optimization)?
GEO is the practice of structuring content so it gets cited inside an AI-generated answer, whether that is a Google AI Overview, a ChatGPT response, or a Perplexity summary, rather than just earning a ranked position in a traditional list of results.
GEO vs SEO: what is actually different?
Less than the terms suggest. SEO optimizes a page to rank for a search query. GEO optimizes a page to be the one an AI system quotes when answering a question. Our own data across four sites shows the same pages winning both: specific, factual, clearly structured content that answers one question directly. The audience differs (a search engine's ranking algorithm versus a language model choosing what to cite), but the actual work of building a good page is close to identical.
Will AI replace SEO?
Not in the sense of making it unnecessary. AI answer engines still need something to read and cite, and our own measured data shows they cite the same kind of page that already ranks well in ordinary search: clear, factual, well-structured content. SEO is not becoming obsolete. It is becoming the same work that also wins the AI-answer surface.
How do you get cited in Google AI Overviews or ChatGPT?
Based on what our own data shows across four sites: build a page that answers one specific, factual question clearly, with real structure (headings, direct answers, tables where they help) rather than a general pitch page. The pages that got cited in our numbers were reference and how-to pages, not landing pages or service descriptions.
Do you sell GEO as a separate service?
No, deliberately. We treat it as a feature of doing SEO properly rather than a separate line item, because the two are built the same way. Selling a GEO package on top of an SEO package would mean charging twice for one piece of work.

Want your own site showing up like this?

Service-area pages, citations, and on-page work, done every month. Showing up in AI answers is part of the same work, not a separate line.

Book a 20-minute call

Pick a time that works. Twenty minutes on video, no pitch. You leave knowing whether this is worth doing.