How do AI assistants pick which local businesses to name?

Owners ask us the same thing every week. "How does ChatGPT decide who to recommend?" The honest answer is that nobody outside the AI companies can tell you the exact recipe. What we can tell you is what we see when we run the checks, and what the companies have said in public. Here's the plain version.

What does it mean to be "named" by an AI assistant?

Type "who is the best plumber in Babylon" into ChatGPT, Gemini or Perplexity and you get a short answer with a few business names in it. If yours is one of them, you were named. That's the thing owners care about, because a named business gets the call.

There's a second thing that gets mixed up with it: being cited. A citation is a link to one of your pages, shown as a source under the answer. You can be cited without being named, when the assistant quotes your page to explain something. You can be named without being cited, when it repeats your name from a directory. We track both for our own studio, and they move separately.

Where do assistants get their answers?

They read the web, and for local questions they lean on a few kinds of pages. In plain words:

Two public facts are worth knowing. First, Google's own guide says AI Overviews and AI Mode use the same basics as regular search. Pages have to be indexed and eligible to show with a snippet, and you don't need special files or markup for it. Second, Yelp has licensed its reviews and business data to OpenAI, so a complete Yelp profile now feeds ChatGPT answers about local businesses.

What do our own checks show?

We ask the assistants a fixed list of questions about our own market every week. Disame Graphics is based in Copiague, NY, in Suffolk County on Long Island, so our questions are about that market: who the best web design company in Copiague is, or how much SEO costs on Long Island. Right now that's 24 customer-style questions. An operations dashboard that tracks every client's rankings, map positions, spend and margin each day also stores every answer, so we can look back. For each question we record who gets named and which sites show up with them.

The sites that show up most are not the agencies. They are the lists that rank agencies.

questions where The Manifest showed up

11 of 24

questions where Clutch showed up

10 of 24

questions where Google itself showed up

8 of 24

Source: our weekly AI checks for disamegraphic.com, read 2026-11-11. We count a site when it appears next to the answer to a question, in any assistant. A site showing up isn't a promise that it caused the recommendation, just a clue about where assistants look.

That's useful. If the lists carry the answer, then a complete profile on the right list matters more than a clever blog post. Our DesignRush and Yelp profiles are live. We'll tell you plainly that we don't yet show up on every list, and our numbers say so: we were named in only a small share of answers to plain "best company" questions.

Can you tell if an assistant has your facts right?

Yes, and this is the cheapest win. Ask the assistant about your business and read the details. Phone number, town, hours, what you offer. When they're wrong, the cause is almost always a mismatch somewhere: an old phone number on a directory, a different spelling of the name, hours that changed on one profile but not another.

1. 01

   Write down your facts once

   Name, town, phone, hours, services and prices, spelled exactly the way you want them shown.

2. 02

   Compare them everywhere

   Check your website, your Google profile, Yelp and any directory you appear on. Fix the odd one out.

3. 03

   Check the assistant's answer

   Ask in a fresh chat about your business and compare what it says with your list.

4. 04

   Repeat next month

   Answers change from run to run, so one check proves little. A monthly check shows the trend.

Where does it usually go wrong?

Three things, in the order we see them. First, the business isn't on the lists the assistant likes, so the assistant never meets the name. Second, the facts disagree. A directory says the shop closes at 5, the Google profile says 6, and the website says nothing. The assistant has to pick one, or skips you. Third, the site itself is vague. A page that says "we offer great service" gives an assistant nothing to quote. A page that says what you do, in which towns, for roughly what price, gives it a sentence it can lift.

We'd also tell you what we haven't solved. Our own customer-style questions still name us rarely, and a few have never named us at all. We'd rather show you that number than a screenshot of the one answer where we did well.

What should a local business do first?

Start with the boring work. Make your site say clearly what you do and where. Fill in every field on your Google profile. Complete the one or two directories your customers actually use. Then check what the assistants say, and look at which sites they bring up for your questions.

What we wouldn't do is pay anyone who promises a spot in ChatGPT. Nobody can sell you that. Our monthly SEO plans include the weekly AI checks, so you can see the same numbers we see for ourselves. If you're deciding who to hire, our guide on who to hire for AI search optimization on Long Island covers the questions to ask, and the how-to on checking whether ChatGPT names your business takes about 20 minutes.