GEO is not SEO with a new name
Search ranks pages and shows ten of them. AI answers questions and cites two or three. That difference changes what you build, not just how you word it.
Every few years an acronym arrives and the honest question is whether it describes something new or just re-labels the work. GEO (generative engine optimisation) is worth the label, but not for the reason it usually gets sold.
Ten blue links versus one answer
Classic search returns a list. Being seventh is worth something: the page exists, it is reachable, someone scrolling will find it.
An AI answer is not a list. Someone asks where to get their stairs refinished and gets two or three names in a sentence. There is no seventh place. You are cited, or you are not in the conversation at all.
That single structural difference is what makes GEO a different job. The question stops being how do I rank higher and becomes is my site the thing a model reaches for when it composes the answer.
What actually changes
Keywords stop being the unit of work. Nobody types “best joiner Fairview” at a model. They ask “who can refinish oak stairs near Fairview, and roughly what does it cost?” You optimise for questions, and questions have answers, which means prose, not keyword density.
Extractability beats cleverness. A model needs to lift a clean, quotable claim out of your page. “We pride ourselves on quality craftsmanship” is unquotable. “We refinish oak staircases in Fairview, typically £900–£1,400, usually within two weeks” is a citation waiting to happen.
Structure is the substrate. Real headings, real paragraphs, structured data. Not because a checklist says so, but because ambiguity is expensive when something is deciding in one pass whether your page answers the question.
It moves weekly. The set of questions people ask a model shifts far faster than a keyword list ever did. A site that was cited in January can be invisible by June without anyone touching it. This is the part most agencies do not have a process for, because the old model was to hand over a site and leave.
What does not change
The unglamorous half is identical to good SEO, and anyone claiming otherwise is selling something. You still need a fast site. You still need real content that answers real questions. You still need to not be invisible to a crawler.
If your site is already genuinely good (legible, honest, well structured), GEO is a smaller step than the acronym suggests. If your site is a beautiful brochure that says almost nothing in text, no amount of GEO tactics will save it, because there is nothing there to cite.
The short version
SEO asked: how do I get on the list?
GEO asks: when there is no list, why would anything pick me?
Answer the second question in text a machine can read, keep answering it as the questions move, and the acronym stops mattering.