Showing up in ChatGPT and Google AI Overviews means making your business’s facts so clear and consistent across your website, Google profile, reviews and listings that AI tools can find you, trust the information and name you when someone asks for a recommendation.
This work is called generative engine optimization, or GEO. It’s newer than SEO, there’s a lot of noise around it, and plenty of people are selling certainty they don’t have. This guide covers what a local business can actually do, what doesn’t matter much, and where the limits are.
Key takeaways
- Nobody controls what an AI tool says. You can only improve the raw material it draws from.
- Consistency comes first: the same name, services, service area, hours and phone everywhere.
- Pages that answer real questions in plain, quotable sentences are easier for AI tools to use.
- Google says AI Overviews need no special files or schema. Normal SEO fundamentals are the foundation.
- Reviews and third-party mentions act as trust signals across every AI tool.
- Measure with a fixed set of real customer questions, asked the same way every month.
The honest caveat: who controls AI answers?
Nobody. Not us, not any agency, not the business. ChatGPT, Gemini, Perplexity and Google’s AI features change their models and sources often. Ask the same question twice and you may get different names.
What you control is the information those tools read. If your website, Google Business Profile, reviews and directory listings all say the same clear things about you, you’re a safer recommendation for a machine to make. That raises the odds. It doesn’t guarantee anything, and anyone who says otherwise is guessing.
How do AI tools decide which local businesses to name?
Each tool works differently, but a few patterns hold:
- Some search the web live, some rely on what they learned earlier. Either way, they read websites, reviews, directories, news and forums.
- They prefer direct answers. A sentence like “We repair and calibrate ADAS systems on collision-damaged vehicles in Pompano Beach” is a clean fact. “Excellence in every detail” gives a tool nothing to use.
- They weigh agreement between sources. If your site says you serve Boca Raton, your Google profile says Fort Lauderdale only, and Yelp has an old phone number, the tool has less reason to trust any of it.
- Google’s AI features build on Google Search. Google’s own guidance on AI features says “there are no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary,” and that “all existing SEO fundamentals continue to be worthwhile.”
That last point matters. For Google, GEO and SEO are mostly the same work.
What should a local business do first?
Here’s the order we follow at F&K Consulting Group.
- Run a baseline. Write 15 to 25 questions a real customer would ask: “Who does same-day AC repair in Fort Lauderdale?” “Which body shop in Pompano Beach works on Porsches?” Ask each one in ChatGPT, Gemini, Perplexity and Google. Log who gets named and which sources are cited.
- Fix your entity facts. Your business name, services, service area, hours, phone, website and credentials must match on your site, Google profile and main listings.
- Rewrite key pages for answers. Each service page opens with a one-sentence definition, uses headings phrased as questions, and includes an FAQ section.
- Add structured data. Schema for your business type, services and FAQs, matching what’s visible on the page.
- Build reviews steadily. Ask every customer, reply to every review.
- Earn mentions elsewhere. Industry directories, local organizations, local news, supplier dealer locators.
- Re-test monthly. Same questions, same tools, logged over time.
What is entity consistency and why does it matter?
To an AI tool, your business is an entity: a thing with a name, a location, a category and a set of facts. Every page that mentions you either confirms those facts or muddies them.
| Fact | Where it should match |
|---|---|
| Business name | Website, Google, Apple Maps, Bing, Yelp, Facebook, directories |
| Phone number | Same list, one primary number |
| Address or service area | Same list; service-area businesses list cities, not a hidden street |
| Services | Website service pages, Google services list, directory categories |
| Credentials | Website, Google description, certifying body’s own locator |
| Owner and history | About page, LinkedIn, press mentions |
Mismatches are the most common problem we find. They’re also the cheapest to fix. Our Google Business Profile checklist walks through the profile side.
How should you write pages that AI tools can quote?
A few rules we follow on every page we write:
- Lead with the definition. The first sentence says what the service is and who it’s for. Every guide on this site opens that way, including this one.
- Phrase headings as the questions people ask. “How much does a website cost?” beats “Pricing.”
- Answer one question per FAQ, in two to four sentences. Name your business or the topic inside the answer so it still makes sense when quoted alone.
- Name the places you serve. Plainly, and only the ones you really serve.
- Use numbers you can back up. Years in business, certifications, review counts. Never inflated.
- Skip “best” and “#1.” They can’t be verified, and they add nothing a machine can use.
Do you need an llms.txt file?
llms.txt is a proposed convention, first published in September 2024 by Jeremy Howard of Answer.AI: a plain Markdown file at the root of your site that summarizes who you are and links to your key pages. The proposal describes itself as open for community input. It isn’t a formal standard.
Google’s guidance is direct on this: “You don’t need to create new machine readable files, AI text files, or markup to appear in these features.”
We publish an llms.txt on the F&K Consulting Group site anyway, because it takes minutes and some tools may read it. But if your website is thin and your Google profile is half empty, an llms.txt file won’t fix that. Do the fundamentals first.
Does schema markup help?
Structured data, usually written as JSON-LD using schema.org types, tells machines in a fixed format what your page already says to humans. For a local business, the useful types are LocalBusiness (or a more specific subtype), Service and FAQPage.
Google says there’s no special schema needed for AI Overviews, and that structured data should match the visible text on the page. So treat schema as a way to state your facts precisely, not as a trick. At my own shop, Enthusiast Auto Works in New Rochelle, New York, I rebuilt the site’s SEO with seven published guides, each with FAQ schema. That structure also makes the content easier for AI tools to read.
How much do reviews and citations matter for AI search?
A lot. AI tools often summarize what customers say, and they lean on third-party sources to decide who’s trustworthy. A business with a long, steady record of genuine reviews is a safer recommendation.
Two examples from our own work:
- At Lumen Dining & Rooftop in Hell’s Kitchen, New York, we built the website, the Google profile and a review system. The restaurant has 138+ Google reviews, all five stars. See the Lumen case study.
- At Gold Coast Collision Center in Pompano Beach, the front desk called every recent customer, with no incentives, and the rating went from 4.4 to 4.7 in one week. The shop now gets monthly SEO, GEO and Google profile work from us. See the Gold Coast case study.
Citations are the other half: accurate profiles on the directories and sites AI tools cite for your industry. When we run the baseline, we note which sources the tools quote. Those are the ones to fix first.
How do you measure GEO?
Not with rankings. Keep the same question set, ask it in the same tools each month, and track:
- How many questions name your business.
- Which competitors get named instead.
- Which sources the tools cite.
- Calls and form leads, measured on your website and profile.
Expect noise. AI answers vary day to day, so look at the trend over several months, not a single result.
Where to start
Before you spend anything, ask ChatGPT or Gemini to recommend a business like yours in your city. If you’re not named, the reasons are usually visible within a few minutes of looking.
F&K Consulting Group’s AI search (GEO) service covers the baseline, the fixes and monthly re-testing. It’s included in the Grow plan, from $750 a month, alongside Google Business Profile and local SEO. If your website can’t support any of this, start with a website built for search. Book a call and bring the AI answer you got. We’ll walk through why those names came up and what it would take for yours to join them.