Guides · AI Search

How to Get Your Local Business Found in ChatGPT, Google AI Overviews, and AI Search

A plain-English guide to AEO, GEO, and AI visibility, and what actually matters for local businesses.

By Mike Underwood·August 12, 2026·12 min read

Search is changing. Customers still use Google, but they’re increasingly getting answers from Google AI Overviews, AI Mode, ChatGPT, and other AI assistants, not just traditional search results. Instead of typing “HVAC companies near me,” someone might ask: “Who’s a good HVAC company near Cumming with strong reviews that can come out today?” The good news: getting recommended by AI systems is built on the same foundations as good SEO. This guide covers what actually matters, and what’s just hype.

So if someone promises a secret new “AI ranking system” that replaces SEO, be skeptical. The goal isn’t to game the system. It’s to make your business easier for search engines and AI systems to discover, understand, trust, and confidently recommend.

01What do AEO and GEO actually mean?

These new acronyms describe the same goal: helping your business get discovered and recommended in AI-powered answer experiences.

The fundamental question: if an AI system goes looking for the best answer to a customer’s question, how much credible evidence about your business can it find?

02SEO fundamentals still matter

This is the least exciting answer and probably the most important. If your site can’t be crawled, is thin, or doesn’t clearly explain your services and location, adding “AI optimization” on top won’t help. Google says pages still need to be crawlable, indexed, and technically eligible for Search to participate in its generative AI experiences.

03Entity consistency

AI systems need to know exactly who you are and where you operate. If one directory calls you “Peach Heating & Cooling,” another says “Peach HVAC LLC,” and your website says “Peach Home Services,” you’re creating unnecessary ambiguity. Every mention doesn’t need identical prose; the underlying business needs to be unmistakable. Keep these consistent everywhere:

Inconsistency creates confusion, and confusion weakens trust. Your Google Business Profile matters especially here: Google says Business Profiles help local business information appear across both traditional Search and generative AI experiences. This is core local SEO work.

04Clear service & location pages

A homepage that says “quality service you can trust” sounds nice and tells a search engine almost nothing. Every real service you offer deserves a page that explains what it is, who it’s for, what problems it solves, what the process looks like, what areas you serve, and what customers commonly ask.

Geography should be just as obvious: your location or service area, location pages where they’re genuinely useful, case studies and testimonials that naturally mention places. A Cumming-based HVAC company that works across Forsyth County might naturally mention Cumming, Alpharetta, Suwanee, and Dawsonville.

What you should not do: spin up “HVAC company in every city in Georgia” with the same paragraph swapped 100 times. Google specifically warns against creating large numbers of low-value pages to capture every possible query. One excellent page about a real service beats ten nearly identical ones.

05Reviews that build trust

Reviews are the strongest third-party evidence a local business can accumulate. Your website can claim “we provide amazing service.” A customer writing “they arrived the same day, explained the issue clearly, and had our AC running in an hour” is far stronger evidence, and it tells AI systems what you do, what customers value, and where they use you.

Focus on legitimate, consistent, recent reviews across reputable platforms, and respond to every one. Don’t manufacture them: fake signals are exactly what search systems try to identify and discount. For the full playbook, see our guide on why businesses don’t show up on Google Maps.

06Authoritative mentions

Your website is one source saying you’re good. A stronger footprint has other sources corroborating it: chambers of commerce, industry associations, local news, suppliers, partners, sponsorships, community organizations, and professional profiles. Google notes its AI features may consider what’s said about businesses across blogs, videos, forums, and other web sources.

The strongest version is a consistent picture: your website, your Google profile, your customers, a manufacturer listing you as an authorized dealer, and a local directory all independently telling the same story. That beats stuffing a city name into a page 37 times, and it definitely beats buying 500 fake “AI citations.”

07Structured data (the right way)

Structured data is code that gives machines explicit information about a page: your organization, a local business, an article, a person, a breadcrumb trail. Google says it helps Search understand page content and the entities on it. For a local business site we commonly use:

But here’s the important part: structured data is not an AI-ranking button. Google explicitly says no special schema markup is required for its generative AI experiences. Use it because it makes your site clearer to machines, not because someone sold it to you as magic.

08First-party content

Most local websites contain the same commodity copy: “we pride ourselves on customer satisfaction.” AI can generate that all day. What’s valuable is information that comes from actually operating your business: what causes AC systems to fail in Georgia summers, how long a replacement really takes, when to repair versus replace, what storm damage actually looks like on local roofs, what patients should expect from a procedure.

Google’s AI-search guidance puts particular emphasis on valuable, unique, non-commodity content, and calls it one of the most important long-term factors for visibility in generative search. Attach real people to it: an article by a named technician with 18 years of experience carries credibility that anonymous marketing copy never will. This is why we like case studies so much: they prove experience.

09llms.txt: not a magic fix

You may hear “add an llms.txt file and AI engines will rank your website.” That’s not how Google Search works: Google has said it does not use llms.txt for Search, including its generative AI experiences. Adding one neither improves nor hurts your Google rankings.

If maintaining one is trivial and you have a specific reason, fine. But if your time is limited, spend it on better service pages, reviews, original content, mentions, technical SEO, and entity consistency. Those are real foundations; this is an emerging convention, not a universal ranking factor.

10Answer real questions

AI search encourages conversational queries: not “HVAC Cumming” but “is there an HVAC company near Cumming that works on Trane systems and offers weekend service?” Your best source for these questions is your own business: sales calls, contact forms, reviews, Search Console, and the questions your staff hears every day. How quickly can you come out? Do you charge for estimates? Do you finance? Do you work weekends?

The goal is not an FAQ page with 200 one-sentence answers, and there’s no special AI-writing format: Google explicitly says you don’t need to “chunk” content into tiny pieces for generative search. Write clearly for the reader, with descriptive headings, lists where they help, and tables where comparison helps. That serves humans and machines alike.

11Technical accessibility

Different AI products use different systems, so there’s no single switch for “AI visibility everywhere.” For ChatGPT search specifically, OpenAI says public websites can appear in results, and publishers who want their content discoverable should make sure they’re not blocking OAI-SearchBot in robots.txt. Aggressive bot-blocking, CDN firewalls, security software, and JavaScript-only rendering are common accidental blockers worth auditing.

For Google’s side, AI Overviews and AI Mode retrieve from the Search index using techniques like query fan-out, so the work that improves your regular Google presence remains highly relevant. There’s no separate application for “AI Overview ranking.” And remember: allowing a crawler makes discovery possible; it doesn’t guarantee a recommendation.

12Make it easy to cite

AI systems can do much more with facts than with vague promotional claims.

The second version contains verifiable facts: services, geography, brands. This isn’t about making the site robotic. It’s about giving machines, and humans, concrete information they can confidently repeat.

13AI visibility checklist

Before paying someone thousands of dollars for “GEO,” check these first:

If most of those are weak, that’s where we’d start. Not with an llms.txt file.

14Frequently asked questions

15Final takeaway

There is no single AI optimization trick. The businesses most likely to be visible across search and AI experiences make themselves easy to:

That’s AEO. That’s GEO. And increasingly, that’s simply what good SEO looks like in an AI-driven search environment. The goal isn’t to trick ChatGPT or Google into recommending you. It’s to create enough clear, credible evidence that recommending you becomes the reasonable answer. That’s exactly what our AI search optimization service builds.