Generative engine optimization, without the acronym

Generative engine optimization is the practice of getting your business named inside an AI-generated answer. That is the whole definition. Everything else is detail, and a certain amount of it is people repackaging things they were already selling.

The acronym is GEO, it was coined in academic work around 2023 and 2024, and it has since been adopted by roughly every marketing agency on earth, which is both a sign that it is real and a reason to read any GEO pitch carefully.

What actually changed, in one paragraph

Classic search gives you a list and lets the reader choose. Ten results, a map, a second page if the first one disappoints. Being fourth is a real position with real traffic. A generative answer gives the reader a conclusion. Two or three businesses, named, in a sentence, with the choosing already done. There is no fourth. There is no second page.

SEO competes for a position in a list. GEO competes to exist in a paragraph.

That single structural difference is what makes GEO a different discipline rather than a rebrand. In a list, partial visibility is worth something. In a paragraph, it is worth nothing at all.

What actually moves it

Ranked by what we see decide outcomes when we test real businesses, rather than by what is easiest to sell.

Being readable without JavaScript

Unglamorous and first, because everything else depends on it. Several AI crawlers read the HTML your server sends and do not wait for scripts. If your services and your location only appear once the page has assembled itself in a browser, the crawler took away a blank page and you are not in the running for anything.

Pages that answer one question completely

A model pulling an answer together is looking for a passage it can use. A page organised as one clear question with a direct answer near the top, then the supporting detail, is straightforwardly usable. A page organised as a brochure, where the substance is spread across four sections and a PDF, is not. This is why an honest FAQ outperforms a beautifully written about-page for this specific purpose.

Corroboration from somewhere other than you

The hardest to buy and the most decisive. Analysis across roughly 129,000 sites found referring domains to be the strongest single predictor of whether ChatGPT cited a site. For a local business this does not mean a link building campaign. It means being genuinely present in your own town's paper trail: reviews that describe the actual work, a chamber listing, a supplier's page, a local news mention.

Structured data that is correct

Schema markup states in machine-readable form what you are, where you are, when you are open and what you sell. It is not magic and it will not carry a weak site. It removes ambiguity, which matters because ambiguity is the thing a model resolves by picking somebody else.

One caution from our own testing: schema is frequently reported as missing when it is present. Roughly seventy types inherit from LocalBusiness, so a bike shop correctly using BikeStore gets flagged as having no local business markup by tools that only look for the literal word. We had that exact bug in our own test and fixed it. If an audit tells you your schema is missing, check before you rewrite it.

What does not move it, whatever you were told

The category is young enough that a lot is being sold on assertion. Three things we would push back on:

Paying for placement. There is no paid inclusion in ChatGPT's or Claude's recommendations. No listing to buy, no verification fee, no priority tier. Anyone offering guaranteed placement is selling something that does not exist.

Stuffing your pages with AI-flavoured language. Writing “as an AI assistant would summarise” into your copy does nothing except make your page worse for the humans who eventually read it.

Monitoring dashboards, as a substitute for work. Plenty of tools will now track your brand's mentions across assistants and chart it. Useful if you are a brand with the budget to act on it. For a small business it is a monthly fee to watch a number you already know is low, and it does not change the number. Measure once, fix the site, measure again.

GEO for a small business, specifically

Almost everything written about GEO is written for enterprise brands with content teams. Translated for a local service business, the whole thing reduces to four moves:

1. Make sure the crawler gets in and can read what it finds. Blocking, and the host-level version of it.
2. Build one real page per service you want more of, naming the place. This is the one that keeps turning up in our own test results as the thing models actually cite.
3. Be in more than one index. ChatGPT reads Bing. Most local businesses have never checked whether Bing has them.
4. Earn corroboration slowly and genuinely. Reviews that describe the work, not just the star rating. Listings that are accurate. Mentions you did not write.

That is it. It is not a subscription and it is not a secret. It is mostly the website doing its job properly, which is the part that tends to get skipped because it is structural and a plugin cannot do it.