GUIDE · LOCAL TERRITORY

What is AEO? AI SEO explained for local businesses

Your customers have started asking AI assistants for recommendations. Here’s how the answers get chosen, and how to make sure your business is in them.

GUIDES / WHAT IS AEO AI SEO

Ask ChatGPT for “a good emergency plumber in Leeds” or let Google’s AI Overviews answer “best aesthetics clinic near me”, and you get something very different from ten blue links: a short answer naming a handful of specific businesses. There is no page two of an AI answer.

AEO, GEO, AI SEO: what’s the difference?

None worth arguing about. Answer Engine Optimisation (AEO), Generative Engine Optimisation (GEO) and AI SEO all describe the same discipline: optimising your business to be recommended in AI-generated answers. The label will settle eventually; the work is what matters.

How do AI assistants choose businesses?

AI systems compose answers from what they can read and verify across the web. In practice, a few signal groups dominate for local questions:

  • Structured data: schema markup that spells out who you are, what you do, where you are, your opening hours and your FAQs, in a format machines parse reliably.
  • Consistency: your name, address, phone and service claims matching everywhere: your site, Google Business Profile, directories, citations. Contradictions breed doubt, and doubtful businesses don’t get recommended.
  • Answer-ready content: clear, factual passages that directly answer real questions. Assistants lift quotable blocks, not marketing waffle.
  • Reviews and reputation: genuine review volume and sentiment across trusted platforms, the same prominence signals that drive the map pack.
  • Crawlability: assistants can only cite what their crawlers can reach. Fast, clean, semantic sites with open access get read; bloated ones get skipped.

Why local businesses should care early

Local questions are exactly the kind people ask assistants: conversational, specific, urgent. And because the answers draw heavily on local signals you control, this is a game a well-optimised independent business can win against bigger names. The businesses that get their entity data and answers in shape now become the ones assistants keep recommending, and incumbency compounds.

What to do about it

Start with the foundations: if your local SEO is solid, you’re most of the way there, because the map pack and the assistants trust the same signals. Then layer on the AEO specifics: comprehensive schema, an honest FAQ page that answers real questions, consistent citations, and monitoring of what the assistants actually say about you.

That’s precisely what our AI SEO service does, as a fourth pillar on top of local SEO, not a replacement for it. If you’d like to know what the assistants currently say about your business, ask us on a discovery call: the audit is often eye-opening.

Why this is different from ranking

A results page gives you ten links and a scroll. An assistant gives you a paragraph and two or three names. That single change does most of the work of explaining why AEO matters: the tail of positions that used to produce some traffic produces none, and the cost of being nearly good enough goes up sharply.

The second difference is verification. A search engine ranks pages. An assistant is trying to decide whether a claim is safe to repeat, which means it is looking for agreement between sources. If your website says one thing, your Google Business Profile says another and a directory says a third, you are not just failing to rank, you are actively giving a model a reason to name a competitor it can be more confident about.

What makes a business easy for an assistant to recommend

A clear entity. One unambiguous business, with the same name, address, phone number and description everywhere it appears, and structured data that states plainly what it is, what it offers and where. Ambiguity is the enemy: two slightly different business names across the web is enough to cause problems.

Quotable passages. Content that answers a specific question in a self-contained paragraph, near the top, in plain language. Assistants lift passages. A page that buries its answer in the ninth paragraph after a preamble about the company's journey will not be quoted, however well written it is.

Corroboration. Reviews, mentions and listings on sources the model already trusts. This is the same prominence that drives local rankings, and it is the hardest part to fake, which is precisely why it carries weight.

Access. A site that is fast, crawlable and not blocking the crawlers that feed these systems. It is worth checking: plenty of businesses have quietly blocked AI crawlers through a plugin default or a security setting and have no idea.

What nobody can promise you

Nobody can guarantee that ChatGPT will recommend your business. These systems are probabilistic, they change without notice, and two people asking the same question in different words can get different answers. Anyone selling a guaranteed AI ranking is selling something that does not exist.

What is achievable is making your business the easiest one in your area to verify, quote and recommend, and then actually checking what the assistants say about you month to month so the work goes where the gaps are. That is a discipline, not a trick.

Where to start if you do nothing else

Complete your Google Business Profile properly, including categories, services, hours and photographs. Make your business details identical everywhere they appear. Get reviews arriving steadily rather than in bursts. Add a short, plainly written answer to the top of each of your main service pages. Those four things account for most of the available gain, and none of them require an agency.

Drawn out

How the answer gets built, and who gets named

An assistant assembles an answer rather than searching for one. These plates show the four stages it works through and why some businesses get dropped before the writing even starts.

Flow diagram of the four stages an AI assistant works through to answer a local question
PL-17 · Four stages, and the one that eliminates businesses is verification, not writing.
Diagram placing five states of evidence from dropped through to named in an AI answer
PL-18 · The fastest way out of an AI answer is to contradict yourself somewhere you forgot you had a listing.

Straight answers

More on this

Q.01 What does AEO stand for? +

Answer engine optimisation. It is the practice of getting a business named in the answers produced by AI assistants and answer engines such as ChatGPT, Google's AI Overviews, Perplexity, Claude and Gemini, rather than only ranking in a list of links. You will also see it called AI SEO and GEO, or generative engine optimisation. They describe the same work.

Q.02 Is AEO different from SEO? +

It overlaps heavily. Assistants draw on the same indexed web that search engines rank, so the foundations are shared: entity clarity, structured data, consistent business details, reviews and useful content. What differs is the emphasis. AEO puts far more weight on being quotable, on agreement between sources, and on being one of two or three names rather than one of ten links.

Q.03 How do I know if AI assistants are recommending my business? +

Ask them. Run the questions your customers would actually type into each of the major assistants, note who gets named and how you are described, and repeat it monthly. It is not automated and it is not a tidy number, but it is the only honest measurement available, and it tells you far more than a vendor's proprietary visibility score.

Q.04 Do I need an llms.txt file? +

It is a reasonable thing to have and a small job to add. It is a plain text file at the root of your site summarising what your business is and does, written for machines rather than people. It is not an official standard, it is not required, and it will not rescue a site with no other foundations. Think of it as handing an assistant a clean summary instead of making it infer one.

Q.05 Will AI kill SEO? +

It is changing where the visibility happens rather than removing the need for it. Fewer clicks reach a website when an assistant answers directly, which makes being named in the answer more valuable and being a mid-page link less valuable. The underlying work, being a clearly defined, well regarded, easily verified business, has not changed and is not going to.

Q.06 Should small businesses bother with AEO? +

Small local businesses are often better placed than large ones. Answers to 'near me' style questions lean on local signals a small business genuinely controls: a complete profile, real reviews, clear service pages, consistent details. You are competing with the other businesses in your area, most of which have done none of it.

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