How a local business gets recommended by ChatGPT, Meta AI and Google AI.
To get recommended by ChatGPT, Meta AI or Google's AI answers, make your business listings, reviews, third-party mentions and website all say clearly what you do, where you do it, and that customers like it. None of the assistants publishes exactly how it picks local businesses, but in our experience they lean on the same sources that power local search: Google Business Profile, Bing Places, Apple Business Connect and Yelp, the volume and recency of your reviews, directories and "best of" lists, and your own website.
Why does this matter now?
Some customers now ask an AI assistant the questions they used to type into a search bar, like where to eat tonight or who to hire, and the assistant usually names only a handful of businesses. If yours is not one of them, that customer may never see the rest of the list. The answer is built from what the web already says about you, so the fix is making sure the web says it plainly.
Where do AI assistants get local recommendations?
None of the major assistants publishes a full recipe, so be wary of anyone who claims to know the exact formula. What is public points in a consistent direction:
- Search engines underneath. In April 2024, when Meta rolled out its assistant built on Llama 3, it said Meta AI would incorporate real-time search results from Google and Bing (Search Engine Journal). If search engines do not understand your business, the assistant on top of them likely will not either.
- Google's own local signals. Google says local results are mainly based on relevance, distance and popularity, that prominence (how well-known a business is) is based on info like how many websites link to you and how many reviews you have, and that more reviews and positive ratings can help your local ranking (Google Business Profile help). Google's AI answers sit on top of Google Search, so it is reasonable to expect the same signals to matter there.
- Third-party sources. Directories, review sites and local "best of" lists likely give assistants independent confirmation that you exist and are good at what you do.
What should you fix first?
Your listings. They are free, and in our experience they are what most local answers are built on.
- Google Business Profile. Correct primary category, every relevant secondary category, services listed by name, accurate hours including holidays, real photos, and a description that says what you do and which cities you serve.
- Bing Places. Often skipped. It feeds Microsoft's Bing, which Meta said in 2024 that Meta AI would use for real-time results.
- Apple Business Connect. Controls how you appear in Apple Maps and to iPhone users.
- Yelp and any directory that matters in your industry, such as Clutch for agencies or TripAdvisor for restaurants.
Keep your business name, address and phone number identical everywhere. Mismatches make it harder for any system to be sure the listings are all you.
How much do reviews matter?
A lot, and recency counts. A steady flow of new reviews tells people, and very likely software too, that you are open, active and good right now. Ask happy customers at the moment they are happiest, make the link easy, and reply to reviews. Google notes that replying shows you value feedback and that positive reviews and helpful replies can help a business stand out (Google). Reviews that mention what you did and where, like "great happy hour in Costa Mesa," likely give the assistant more to work with, but never script or pay for them.
What should your website say?
Plainly, what you do and where. In our experience, AI tools tend to cite pages that answer a question directly. If you are a restaurant in Huntington Beach, a page that says "a family-owned Mexican restaurant in Huntington Beach, open for lunch and dinner, with a happy hour from 3:00 PM to 6:00 PM" is easier to use than a homepage that only says "an experience like no other."
- One clear page for each main thing you offer, naming the city or area.
- A frequently asked questions section that answers what customers actually ask.
- Your name, address, phone and hours in text on the page, not only inside an image.
- Structured data so search engines can read your details reliably.
That is why we built our own Orange County page and answers page the way we did, and it is part of the web and conversion work we do for clients.
How do you get on "best of" lists?
Earn coverage the old-fashioned way. Pitch local food writers and neighborhood blogs when you have real news, join your chamber of commerce, enter local awards, and partner with other businesses that will mention you. Every independent mention in Irvine, Anaheim or Newport Beach is one more source that can tell an assistant you are worth naming.
How do you check where you stand?
Ask. Once a month, open ChatGPT, Meta AI, Perplexity and Google, and ask the question your customers would ask, in their words: "best tacos near Santa Ana" or "where to watch the game in Anaheim." Note who gets named and what sources are cited. Those sources are your to-do list.
