Question

Does ChatGPT recommend your business? A 30-minute self-test

To find out whether ChatGPT recommends your business, ask it the questions a customer would ask, in a new chat, several times, and write down whether your name appears and whether the facts are right. Do the same in Perplexity and Google. Answers change from run to run, so one result proves little, but 15 runs across three assistants give a clear first picture in about 30 minutes. Not being named is common and fixable.

By Plato Belmont, founder of Magnet Mint, Boston. Updated

The short answer, and why you should test it yourself

You cannot look up “is my business in ChatGPT” in a list. The only way to know is to ask the questions your customers ask and read what comes back. That takes about 30 minutes, costs nothing and tells you three things: whether you are named, whether the facts are right, and which competitors are named instead.

This test is the do-it-yourself version of one part of our check on how customers see you. If you only do one thing from this page, do rounds 1 and 3 below.

Why bother? BrightLocal’s 2026 Local Consumer Review Survey, with 1,002 US adults, found that 45% had used ChatGPT or other generative AI tools for local recommendations, up from 6% the year before. It also found that 40% trust AI platforms for business recommendations. Your customers may or may not be among them, but the number is large enough to check.

Before you start: set it up so the test is fair

  1. Use a new chat for every question. An old conversation shapes the next answer.
  2. Turn on search or web browsing in ChatGPT, so it can look things up instead of answering from memory.
  3. Use your service area, not “near me.” Type the town or neighborhood. A phone’s location can change what you see.
  4. Open a spreadsheet with these columns: date, assistant, prompt, run number, named (yes/no), position, competitors named, sites cited, facts right (yes/no).
  5. Do not paste customer names or private details into any assistant.

Three assistants cover most of the picture: ChatGPT, Perplexity, and Google (look for an AI Overview or switch to AI Mode). Add Gemini and Microsoft Copilot if you want a wider view.

Round 1: “find me” questions (10 minutes)

These are the questions that bring in new customers. Replace the words in brackets.

Who are the best [dentists] in [Cambridge, MA]?
I need a [plumber] in [Somerville] for [a burst pipe tonight]. Who should I call?
Recommend a [med spa] in [Boston] for [Botox], with reviews and prices.
Which [roofers] near [Newton] do repairs on [slate roofs]?
What should I look for when hiring a [contractor] in [Greater Boston], and who do you recommend?

Run each one three times in separate chats, and in all three assistants if you can. That is 15 runs per assistant for five questions. Record every run.

Round 2: comparison and trust questions (5 minutes)

These show how an assistant describes you next to others.

[Your business] vs [Competitor] in [town]: which is better for [service]?
Is [your business] in [town] a good choice? What do reviews say?
Does [your business] have any complaints I should know about?

Read the answer for tone and accuracy. A wrong claim here, such as an old address or a service you no longer offer, is easier to fix than a missing mention.

Round 3: fact checks on your own business (5 minutes)

What are the opening hours of [your business] in [town]?
What services does [your business] offer, and what areas does it cover?
Does [your business] take [insurance / online booking / emergency calls]?
How do I contact [your business]?

Compare each answer with your website and Google Business Profile. Mark every wrong or missing fact. Most owners find at least one.

Round 4: look at the sources (5 minutes)

ChatGPT with search, Perplexity and Google show the pages behind an answer. Click them. Note which sites appear for your competitors and whether any of them is yours.

What to expect: in a BrightLocal analysis of nearly 2 million citations from Google AI Overviews, AI Mode and ChatGPT (published August 2026, US, UK and Australian locations), Google Business Profile was the most cited source and Yelp came second. The breakdown by trade is in how ChatGPT and Google AI pick a med spa, dentist or contractor. If your competitors keep showing up through Yelp or a trade directory where you have no profile, that is your first gap.

Also check one technical point. OpenAI says that sites opted out of its OAI-SearchBot will not be shown in ChatGPT search answers. Ask whoever manages your site whether your robots.txt blocks it.

A sample log row (for illustration)

The example below is invented to show the format. It is not data from a real business.

DateAssistantPromptRunNamedPositionCompetitors namedSites citedFacts right
Nov 1ChatGPTBest dentist in Cambridge1No-Practice A, Practice BYelp, Google Maps-
Nov 1ChatGPTBest dentist in Cambridge2Yes3Practice A, Practice CGoogle Maps, own siteHours wrong

After 15 runs, you can say something like “named in 4 of 15, with the wrong hours twice.” That sentence is what you track next month.

Score the results

Count your runs and sort them into three outcomes.

OutcomeWhat it looks likeNext step
Named and correctYou appear in some “find me” runs and the facts matchKeep the facts current and re-test monthly
Named, but wrongYour name appears with old hours, a wrong address or missing servicesFix the source the assistant cited, usually your site or a listing
Not namedCompetitors appear, you do notCompare your profile, listings, reviews and site with the competitor’s

Do not be discouraged by “not named.” SOCi’s 2026 Local Visibility Index, covering about 350,000 locations of 2,751 multi-location brands, found that ChatGPT recommended 1.2% of locations, against 35.9% appearing in Google’s local 3-pack. Those are large brands, so your numbers will differ, but being absent from AI answers is the normal starting point.

Turn the results into a short to-do list

This page is the test. The fixes are a separate job, and the order depends on what your log shows:

  • Mostly “named, but wrong”: fix the source first. Open the pages the assistant cited, correct the fact there (usually your website or a listing), and re-run round 3 a few weeks later.
  • Mostly “not named”: start with the seven checks in AI recommends your competitors, not you. They run from crawler access to reviews.
  • Named in some runs, never in others: that is normal variation. Keep the facts current and look at the trend over three months, not a single run.

Write down one sentence for each assistant, such as “ChatGPT: named in 2 of 15, wrong hours once”. That is your baseline.

Make it a monthly habit

Save your prompts and repeat them on the first of each month. Keep the wording identical, so a change in the result means something. If you outgrow the spreadsheet, read our comparison of AI visibility tools, which lists tools and prices. To see whether AI answers send people to your site, use the steps in ChatGPT and AI traffic in GA4.

One honest limit: nobody controls what ChatGPT, Google AI Overviews, AI Mode or Perplexity recommend, and anyone who promises you a place in the answers is guessing. What you can control is whether your facts are clear, consistent and easy to read. If you want us to run the test and compare you with three or four competitors, ask for a free demo.

Published . Updated .

Frequently asked questions

How do I check if ChatGPT recommends my business?

Open a new chat with search turned on, type a question a customer would ask, such as "who is a good plumber in Somerville for a burst pipe," and note whether your business is named. Repeat with different wording and in Perplexity and Google, then log the results in a spreadsheet.

Why does ChatGPT give a different answer every time?

These assistants generate each answer fresh. A SparkToro study found that the same prompt returned the same list of brands in fewer than 1% of runs. That is why you repeat each question three times and count how often you appear, not whether you appeared once.

Why is my business not mentioned?

The common causes are an incomplete Google Business Profile, listings with different names, addresses or phone numbers, few reviews, or a website that does not state your services and area in plain text. Our guide on what to do when AI recommends your competitors walks through each check.

Can I pay to be recommended by ChatGPT?

We know of no way to buy a place in ChatGPT's answers, and nobody can promise one. Google states there is no way to request or pay for a better local ranking on Google. What you can do is make your facts clear and consistent where assistants read them.

How often should I check?

Once a month with the same questions is enough for most local businesses. Check again after you change your website, your profile or your hours, and after a wave of new reviews.

Do customers really use ChatGPT to find local businesses?

BrightLocal's 2026 survey of 1,002 US adults found that 45% had used ChatGPT or other generative AI tools for local business recommendations, up from 6% a year earlier. Your own customers may differ, so ask new customers how they found you.

Sources

  1. BrightLocal: Local Consumer Review Survey 2026, October 2026
  2. Search Engine Journal: AI recommendations change with nearly every query (SparkToro study), January 2026
  3. OpenAI: Overview of OpenAI crawlers, October 2026
  4. BrightLocal: Where to get local citations for AI search, August 2026
  5. Localogy: SOCi's LVI report on AI and local search visibility, January 2026
  6. Google Business Profile Help: Tips to improve your local ranking on Google, October 2026

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