GEO (generative engine optimisation) is the work of getting an AI assistant — ChatGPT, Gemini, Perplexity, Google AI Overviews — to cite your company when it generates an answer. AEO (answer engine optimisation) is the narrower job of being the direct answer to a question. Both sit on top of SEO: the same authority and clarity signals, a different consumer, and no rank tracker.
GEO vs AEO vs SEO, in one paragraph
SEO earns a position on a results page. AEO earns the answer box — the featured snippet or AI Overview that resolves the question without a click. GEO earns a citation inside a generated answer, which draws on your site but also on the reviews, directories and coverage the model already trusts. They are layers, not alternatives: you cannot be cited for a fact the crawler never found, and you cannot hold a citation with a page that buries its answer.
The shift, stated plainly
Generative engines don't return ten links; they return an answer with two or three sources. For a UAE buyer researching a supplier, that answer often replaces the entire consideration stage. You are either in it or you are not, and there is no page two to fall back on.
What appears to influence inclusion
From what we can observe: being a clearly-defined entity the model can identify, having content that answers a question directly and quotably rather than burying it under 800 words of preamble, being cited by sources the model already trusts, and having consistent facts about you across the web. None of this is exotic — it is the same discipline as good SEO, applied to a different consumer.
Structured data is doing more work than it used to
Organization, Service, FAQPage and Product schema give a model unambiguous statements about what you are and what you sell. It won't manufacture authority you don't have, but it removes the ambiguity that keeps you out of the answer.
The Arabic gap is the opportunity
Most UAE companies have thin Arabic content, and much of what exists is machine-translated. Answer engines handling Arabic queries have less quality material to draw on. That is an unusually cheap advantage while it lasts.
How to measure it
Query the major assistants on a fixed set of buying questions each month and log whether you are named and how you are described. It is manual and imperfect. It is also the only honest baseline available right now, and it beats assuming.
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