What is AEO, and how is it different from SEO?

AEO stands for answer engine optimization: the work of getting a page quoted by something that answers a question directly, rather than ranked in a list of ten links. SEO competes for a position and a click. AEO competes to be the passage a model lifts, and the business it names while lifting it.

Most of the underlying work is the same work. The differences are narrow, structural rather than creative, and almost no local website has done them.

What does an answer engine actually do with my page?

It reads the page, takes a passage out of it, and stands behind that passage in front of somebody who asked a question. That's a different transaction from ranking, and it changes what a good page looks like.

A ranked result can bury its answer under four paragraphs of introduction and still earn the click, because the person scrolls. A quoted passage has to survive being pulled out of the page on its own. If the two sentences a model lifts don't answer the question, and don't say who is making the claim, they're no use to it, and it goes and finds a page where they do.

That single constraint explains nearly every rule that follows from it.

So what's different about writing for one?

Four things, and none of them are hard.

• The answer goes first. Question as the heading, answer complete in the first two or three sentences, no wind-up. The marketing instinct to build to a point is the exact habit that loses the quote.
• The business gets named in the third person. A model attaches claims to entities, and "we" isn't an entity. "We offer same-day service" floats free of whoever said it. The same sentence beginning with the company name can be carried into an answer with attribution attached.
• The answer has to be in the HTML. GPTBot, ClaudeBot and PerplexityBot largely don't execute JavaScript, so anything that only appears after the page loads doesn't exist to them.
• Coverage beats polish. A page gets quoted for one question. A site gets quoted often because it answers a lot of them.

The mechanical half of that list — the JavaScript check, the robots file, structured data, llms.txt — is its own job and its own post. The writing half is the part an owner can start today.

Does AEO replace SEO?

No, and treating it as a replacement is how a business ends up with neither. Answer engines aren't a separate internet. They draw on the same pages, the same links and the same reputations that search does, so a site nothing can find isn't a strong candidate to be quoted either.

The useful way to hold the two together is that ordinary search work earns the eligibility and structure earns the quote. A page that ranks for nothing rarely gets lifted. A page that ranks well and hides its answer in the middle gets read by people and skipped by models. The work is additive, which is why Metcalf Media doesn't sell AI search visibility as a replacement for the search work underneath it.

One trade is worth being honest about. Sometimes the answer engine answers the question and nobody clicks anything at all. A business named inside that answer still gets the call. A business not named loses the visit and the mention together, which is an argument for doing the work rather than against it.

Is this the same as GEO, or AI SEO?

Near enough. GEO, generative engine optimization, is the other term in circulation and it's covered separately on this site. In practice AEO gets used for what happens on your own pages, and GEO for everything a model reads about a business, including what other sites say.

AI SEO and LLM optimization get used for both. None of the terms is settled, and an agency spending a sales call explaining which one is correct is charging you for vocabulary.

What does this look like on a plumbing website?

Take a question somebody actually types at eleven at night: what does it mean if water is leaking from the bottom of my water heater?

On most plumbing company websites that's answered under a heading reading "Water Heater Services", three paragraphs down, in the first person, after a line about being family owned. Nothing in it is liftable. The same facts, put under the question as a heading, answered in two sentences with the company named in the first one, are liftable by anything that reads the page.

The business didn't change. The page stopped making the reader do the work.

Place behaves the same way. Somebody asking which company to call in Catoosa — a small town with a working inland port on the edge of it, where a growing share of the customers are people who work there rather than live there — is asking something a model can only answer from a page that names the town and says something real about it. Thirty town names in one line gives it nothing to attach.

Is this easier for a small business than a big one?

Easier, and that's unusual enough to be worth acting on. A national brand competes for a general question against every other national brand and a wall of publisher content. A local business competes to be the answer to "who should I call in this town for this job", and in most towns in most trades nobody on that short list has done any of this.

The window won't stay open. The work is cheap right now because it's uncontested, not because it's easy.

How would I know if it's working?

Imperfectly, and anybody offering a clean dashboard for it is selling one. The honest measures are asking the machines the questions your customers ask and writing down what comes back, watching referral traffic from the engines that pass it, and listening for the people on the phone who say an AI mentioned you.

Metcalf Media reports it that way rather than inventing a ranking number for a system that doesn't rank. What can be controlled is eligibility, and most local sites aren't currently eligible at all: the answers are buried, half the page is invisible to the crawler, and nothing on it attaches a claim to a named business.

Working out which of those a specific site fails takes one call.