What do people do after an AI names a business?
No vendor publishes this for local businesses. One measured data point is about Google. Pew Research Center tracked 900 US adults in March 2025 and found people clicked a link inside a Google AI summary in about 1% of the visits that showed one.


Our inference: many people act on what the answer says. They call the number in it, or search the name. So the facts inside the answer matter more than the click.
How do I make sure the number in the answer is right?
An assistant repeats what its sources say. In Ryan Doser's test from October 2026, 7 of 250 recommendations gave a phone number that did not match the business's Google listing.
- Put one phone number on your page as text, not inside an image.
- Use the same number on your Google Business Profile, Yelp and every directory.
- If an assistant gives a wrong number, open the source it cites and fix it there.
How do I make the number easy to tap?
On your own page, make the number a phone link. A phone opens the dialer when it is tapped.


Whether a number inside ChatGPT, Gemini or Claude can be tapped is up to each app. A business does not control it.
Do hours matter?
Yes. People ask who is open now. Google's LocalBusiness structured data carries hours, address and phone, and Google's local ranking page says complete and accurate information makes a business more likely to show. Update holiday hours before the holiday.
Should the page have a booking button?
If you take bookings online, yes: link to your own booking page from the first screen. If people book you through a marketplace, see AI agents and booking.
How do I know AI is sending customers?
- Ask new customers how they found you. It is the only method that catches people who never clicked.
- Look at website analytics for visits from an assistant. Expect a low count.
- Run the hand check each month.
Where does OnMap fit?
Every OnMap page has buttons to call and text the business, and the same number is on the page as text. Pro counts the calls and texts that start on the page. See the Lark Coffee example.
Sources
- Pew Research Center: Google users are less likely to click on links when an AI summary appears in the results (July 2025) (study)
- Ryan Doser: Does ChatGPT recommend local businesses? 250 AI picks tested (October 2026) (study)
- Google: Local business structured data (official documentation)
- Google: Tips to improve your local ranking on Google (official documentation)
Sources were last read on November 14, 2026. Assistants change often, so a fact here can go out of date.
Keep reading


AI agents and booking: what works today for a local business
What AI assistants can book today: restaurant tables in ChatGPT through OpenTable, Resy and Yelp, quotes through Angi, and Google's automated calls to businesses. How a local business prepares.


How to get business details into AI answers
How to get an assistant to mention that a business takes walk-ins, gives free estimates, is licensed and insured, wheelchair accessible or family-owned: write it as text, in more than one place.


How to get matched to what customers ask AI for
Customers describe a problem, not a service name. How to write a local business page so an assistant can connect a specific request, a city or a follow-up question to the business.

