Local SEO and AI search visibility: what's actually different
GEO vs SEO for a local business: what local search and AI assistants share, what's different, and how a one-person AI agency sells each without promises.
A bakery owner calls you a month after her new website goes live. Her nephew has told her that SEO is finished and she needs "GEO" now, for ChatGPT. She wants to know if her site is already out of date, and whether she should be paying for something new.
Here's the short answer you can give her. Local SEO (search engine optimisation) is about showing up in Google's map and search results when someone nearby looks for a bakery. AI search visibility, which some people call GEO (generative engine optimisation), is about whether AI assistants such as ChatGPT or Google's AI Overviews mention the bakery, and describe it correctly, when someone asks. Most of the groundwork is the same. What's different is how the answer appears, what you can measure, and what you can honestly promise.
Her site isn't out of date. But the question is fair, and it deserves a clear explanation.
What is local SEO?
Local SEO is the work that helps a business show up when people search for something nearby: "bakery near me", "birthday cakes Leeds". The results usually include a map with a few businesses on it, then ordinary search results.
Google's own help page for Business Profiles says local results are based mainly on three things:
- Relevance: how well the business matches what someone searched for.
- Distance: how far the business is from the person searching.
- Prominence: how well known the business is, including links to its website and the number of reviews and ratings it has.
The same page says businesses with complete and accurate details are more likely to show up, and that there's no way to pay Google for a better local ranking. For a new site, a local SEO checklist for a new website covers the first things to get right.
What is AI search visibility?
When someone asks an AI assistant "where can I get a gluten-free birthday cake near the station?", it doesn't show ten links. It writes an answer, and that answer may name two or three businesses, with a line about each. AI search visibility is whether your client is one of them, and whether what the assistant says about them is true.
The name GEO comes from a 2023 research paper by Pranjal Aggarwal and colleagues, which described these answer-writing tools as "generative engines" and tested ways to make a web page more likely to be cited in their answers. Their results varied a lot from one subject area to another, which is worth remembering when someone sells a single method that works everywhere.
Customers do use these tools to find local businesses. BrightLocal's Local Consumer Review Survey 2026, published in February, found that AI tools like ChatGPT had become the third most common source of local business recommendations. The survey's findings are covered in more detail in how consumers use AI to find local businesses.
What do local SEO and AI search visibility have in common?
More than the "SEO is finished" posts suggest. Google's guidance for site owners says its AI features in Search, AI Overviews and AI Mode, use the same foundations as the rest of Google Search. A page needs to be indexed and eligible to show with a snippet, and Google says there are no additional technical requirements and no special optimisation needed.
In practice, the same groundwork serves both:
- Accurate name, address, phone number and opening hours, the same everywhere they appear.
- A complete Google Business Profile that's kept up to date.
- Clear pages that say what the business sells, where, and for whom, in words a customer would use.
- Genuine, recent reviews, and replies to them.
- Important information written as text on the page, not only inside images.
BrightLocal's survey gives similar advice for AI recommendations: keep the website up to date, watch business listings for mistakes, and ask for corrections when something is wrong.
What's actually different?
The difference is in what the customer sees and what you can measure. This table is the version you can show a client:
| Local SEO | AI search visibility | |
|---|---|---|
| Where it appears | Google's map results and search results | A written answer from an AI assistant |
| What the customer sees | A list of businesses with ratings and links | A few named businesses, described in the assistant's words |
| What feeds it | The Business Profile, the website, reviews, links | Much the same information, gathered and summarised by the assistant |
| How it changes | Results shift gradually | The answer can differ each time, and between assistants |
| What you can measure | Search Console figures, calls and direction requests from the profile | What each assistant said, on a date, to a question you chose |
| What you can promise | The work you'll do and a record of before and after | The work you'll do and a record of what you observed |
Two differences matter most for your offer.
There's no position to report. In local search you can at least see where the business appears for a search in a given place. An AI answer has no position one. It either names the business or it doesn't, and it may say something different when asked again an hour later.
Some of it is counted together. Google says visits from its AI features are included in the overall search traffic in Search Console, in the same "Web" figures as ordinary results. So you can't split out "traffic from AI Overviews" for a client from that report alone.
How should an AI agency sell AI search visibility without promising results?
Sell the work and the record, not the outcome. Write the service down the same way you'd write any other, as a service recipe: what you do each month, what the client gets, and what's not included.
A plain version for the bakery might read:
- Fix the facts. Check the name, address, hours and menu on the website, the Business Profile and the main listings, and correct anything wrong.
- Make the pages clear. Make sure the site says, in plain text, what the bakery makes, who for, and where. Gluten-free cakes should be on a page, not only in a photo of the counter.
- Record what the assistants say. Choose five questions a customer might ask. Ask them in the same assistants on the same day each month, and save each answer with the date.
- Report what changed. Show this month's answers beside last month's. Point out any wrong facts and what you did about them.
The report is where most sellers of AI visibility go wrong, promising a score or a "rank in ChatGPT". An honest AI visibility report shows the questions, the answers and the dates, and says plainly what you can't know, such as why one assistant named the bakery and another didn't.
If you already sell posts, listings or reviews to local businesses, this is a natural addition, and the page for marketers selling local services describes how it sits beside that work.
What should you tell the bakery owner?
Something like this: "Your website and your Google profile are the foundations for both. Nobody can promise you'll be named by ChatGPT, and I won't. What I can do is keep your details accurate everywhere, make your pages say clearly what you sell, and check each month what the AI assistants say about you, so you can see it for yourself."
That answer is true on the day you give it, and it will still be true next year.
Where Volant fits
Volant can keep that monthly record for you. Save what AI assistants say when someone asks for a business like your client's, with the date and the questions asked, then ask the same questions next month and compare. You report what you see, not a ranking. The services page shows how it sits beside the website and the care plan.