What ChatGPT and Google AI Are Looking For When They Recommend a Local Business
By Steve Cory
What ChatGPT and Google AI Are Looking For When They Recommend a Local Business
Something has quietly changed about the way people find local businesses. It didn't happen all at once. It happened gradually, and most small business owners in Middle Tennessee haven't noticed yet.
People are asking AI.
"ChatGPT, who's the best plumber in Murfreesboro?" "Hey Google, find me a trustworthy dentist near Shelbyville who takes new patients." "Perplexity, what's the most recommended HVAC company in Bedford County?"
When someone asks a question like that, they don't get a list of ten options. They get a recommendation. One, maybe two businesses. And if yours isn't one of them, that customer is calling someone else.
Understanding how AI makes those recommendations is one of the most valuable things a local business owner can know right now. So let's talk about it.
AI Doesn't Guess — It Reads
The first thing to understand is that AI tools aren't making judgment calls based on intuition. They're reading. Everything that exists about your business online — your website, your Google Business Profile, your reviews, your social media, directories, local news mentions, community pages — all of it is being read, processed, and weighed.
The AI is asking one fundamental question: is there enough reliable, consistent, specific information about this business to confidently recommend them?
If the answer is yes, you get recommended. If the answer is uncertain — if your information is thin, inconsistent, outdated, or vague — you get passed over for the business whose digital footprint gives the AI more to work with.
Consistency Is the Foundation
The single most important thing AI tools look for is consistency.
Does your business name appear the same way everywhere? Does your address match across your website, your GBP, Yelp, Facebook, and every directory you're listed in? Does your phone number resolve to the same place no matter where it's found?
Inconsistency is a trust problem. If an AI tool finds three slightly different versions of your address across different platforms, it becomes less confident about recommending you. Confidence is what drives recommendations. Doubt drives you down the list.
This is why NAP consistency — Name, Address, Phone Number — matters so much more now than it did even two years ago. It was always an SEO factor. Now it's an AI trust factor.
Specificity Beats Volume
Here's something that surprises most business owners when they hear it: a smaller number of specific, detailed reviews outperforms a larger number of generic ones for AI recommendation purposes.
"Great service, would recommend" tells an AI almost nothing useful.
"Steve and his team replaced our HVAC unit in Shelbyville last August. They showed up on time, finished in one day, and the new system cut our electric bill by almost 30%. We've already referred them to two neighbors." — that review tells an AI the business name, the service performed, the location, the timeline, the outcome, and the social proof of referrals.
That's the kind of review AI can use to answer a specific question from a specific person in a specific place. When you coach your customers to leave specific reviews — mentioning the service, the location, the outcome — you're not just helping your Google ranking. You're feeding the AI the exact data it needs to recommend you.
Your Website Needs to Answer Questions, Not Just Describe Your Business
Most small business websites are brochures. They describe what the business does. They list services. They say something about years of experience and quality work.
That's not what AI is looking for.
AI tools are trained to answer questions. So the websites that AI pulls from most readily are the ones that answer questions — specifically, the questions your customers are actually asking.
"How much does it cost to replace an HVAC unit in Middle Tennessee?" "What should I look for when hiring a contractor in Bedford County?" "How do I know if my roof needs to be replaced or just repaired?"
A website that has pages and posts answering those questions in plain, specific language is far more useful to an AI than a website that just says "we do quality HVAC work in Tennessee."
Every blog post you write, every FAQ you publish, every service page that goes deep on what the service involves — all of it is AI training material for your own recommendation engine.
Activity Signals Matter
AI tools don't just read static information. They also read signals of activity.
A business that posted on their GBP last Tuesday looks different to an AI than a business whose last post was fourteen months ago. A website that published new content last week looks different than one that hasn't been touched in two years. A business that responds to reviews within 24 hours looks different than one with unanswered reviews from 2022.
Activity signals tell AI that a business is alive, engaged, and currently operating. That matters because AI tools are trying to give useful, current recommendations — not send someone to a business that may have closed, changed, or declined in quality since its last digital update.
Staying active is not a vanity exercise. It's a trust signal that directly affects whether you get recommended.
Community Mentions Amplify Everything
One of the factors that often gets overlooked is third-party mentions — places where your business is talked about by someone other than you.
A mention in a local Facebook group. A quote in a Shelbyville Times-Gazette article. A recommendation on a community forum. A listing in a local chamber directory. A backlink from a regional business association.
Each of these is a signal that your business exists in the real world, is recognized by real people in your community, and is worth paying attention to. AI tools weight these third-party signals because they're harder to fake than owned content.
You can't manufacture this overnight. But you can build it deliberately — by being active in your community, by being the business that shows up and contributes, by being the one that local publications and organizations reference when they need an expert in your field.
The Practical Summary
If you want AI to recommend your business, here's what that requires:
Consistent information everywhere your business appears online. Specific reviews that mention services, locations, and outcomes. A website built around answering real customer questions. Regular activity across your GBP, website, and social presence. Third-party mentions from real community sources.
None of this is complicated. All of it takes time. And most of your competitors haven't started.
That's your window. It won't stay open forever.
Cory Media Group helps local businesses in Middle Tennessee build exactly this kind of AI visibility — from the ground up. If you want to know where you stand right now, the free AI Visibility Scorecard at corymediagroup.com/ai-scorecard will show you in about two minutes.
