What Is AEO, and Why Should Your Local Business Care?

By Jack Stovell · 2026-08-13 · General

# What Is AEO, and Why Should Your Local Business Care?

Quick question. When someone asks ChatGPT "what's the best plumber near me" or Google throws up an AI Overview for "family dentist in Leeds", does your business get named?

That's the whole game now. Not whether you rank third or seventh on a results page, but whether an AI decides you're worth mentioning at all.

For years, SEO was about the list. You optimised your website, built some links, sprinkled in the right keywords, and hoped to land on page one. Ranking well meant more clicks, more calls, more customers walking through the door. It was competitive, but the rules were fairly clear.

Answer Engine Optimization is different. There's no list anymore, at least not in the traditional sense. When someone asks an AI tool a question, they often get a single answer, or maybe two or three options bundled into a neat little paragraph. If you're not in that paragraph, you're invisible. It doesn't matter how nice your website looks.

So how do AI tools decide who gets named?

This is where it gets interesting for local business owners specifically. Google's AI Overviews, ChatGPT, Perplexity, they all pull from a mix of sources when constructing an answer about a local business. Structured data on your website helps (things like your opening hours, address, and services, marked up so machines can read them easily). Authoritative mentions matter too, so being cited on local directories, in press coverage, or on industry sites gives you credibility signals.

But here's the bit most business owners miss: review signals and sentiment carry enormous weight.

Think about it from the AI's perspective for a second. If it's trying to answer "best coffee shop in Bristol with good wifi", it needs evidence. Star ratings give it a quick signal of quality. But the actual text inside your reviews? That's where the specifics live. A review that says "great flat white, fast wifi, quiet corner tables for working" is basically doing the AI's job for it. It's handing over keyword-rich, human-verified proof that your business matches what someone's searching for.

Old SEO cared about keywords on your website. AEO cares about keywords in what other people say about you.

Reviews are basically your AI training data

This isn't a small distinction, it's the whole shift in a sentence: your reviews have become a form of structured, trusted content that AI models actively mine to build answers.

Recency matters here too. A cluster of five-star reviews from 2019 doesn't tell today's AI much about today's business. But a steady stream of recent reviews, especially ones mentioning specific services, products, or experiences, gives these tools fresh, relevant material to draw from. If your last review was eight months ago, an AI weighing up options might reasonably assume you've gone quiet, or worse, gone under.

So what can you actually do about this?

Honestly, one of the most practical levers available to a local business right now is just... getting more recent, detailed Google reviews. Not fake ones, not generic five-star ratings with no text. Real reviews from real customers that naturally include the language people search for. "Best emergency locksmith in Manchester, arrived in 20 minutes" does more AEO work than almost anything else you could spend money on this month.

A few things worth doing:

Ask happy customers to be specific. Instead of "leave us a review", try "let people know what service you used and how it went".
Make it easy. If someone has to hunt for your Google Business Profile, most won't bother.
Keep the flow steady. A handful of reviews trickling in every week beats a big batch once a year.
Respond to reviews too, since that engagement signals an active, trustworthy business (both to humans and to the AI models watching).

None of this requires technical skill. You don't need to understand schema markup or crawl budgets to benefit from AEO. You just need a consistent habit of collecting genuine feedback that mentions what you do and where you do it.

Where ReviewNudge fits in

Of course, "just ask more customers for reviews" is easier said than done when you're running a business, managing staff, and trying to actually serve customers. That's the gap ReviewNudge is built to close. It automates the review collection process, sending timely, friendly requests to your customers so you get a steady stream of fresh reviews without chasing anyone manually.

The AI answer engines of the future are being trained on the reviews businesses collect today. If you want to be the answer, not just an option, start building that evidence now.

Want to see how it works? Try ReviewNudge and start turning your happy customers into the AEO signal your business needs.