How to Check If ChatGPT Recommends Your Business

Field Notes is our ongoing look at what's actually happening in AI and what it means for small businesses in Spring, TX and across Greater Houston. No hype, no noise, just the signal.

Imagine you run a small business in Spring, serving customers in The Woodlands and across Houston. You open ChatGPT and ask who can help with the problem your business solves. It gives you a few names, explains why they might fit, and yours isn't there.

You could spend the rest of the afternoon asking the question differently until your name shows up. But all you've really proven is that one specific phrasing gives you the answer you wanted. It says nothing about how a customer would actually phrase it, and that's what really matters.

So how do you check whether ChatGPT actually recommends your business? Start with a test you can repeat. You don't need to buy a tracking tool to get a useful first look, and you shouldn't treat one answer as a verdict on your business.

The website checklist looks at whether AI can access and understand your site. This is the next question: When someone asks AI or Google for help with what you do, does your name come up, and how does the answer describe you?

Decide what you mean by showing up

AI visibility can mean several different things. For the owner in that example, these are separate results:

• Named: your business appears in a list.
• Recommended: the answer suggests your business for the customer's particular need.
• Cited: a link to your website supports something in the answer. Your business might not be recommended at all.
• Described incorrectly: your name appears, but the answer gets your services, hours or service area wrong.

A citation to an article you wrote isn't the same as someone being told to hire you. A recommendation with the wrong phone number isn't much help either. Keep those differences in the record rather than counting every appearance as a win.

As of this writing, October 7, 2026, ChatGPT can search the web and provide sources. Google AI Mode is Google's conversational search experience. AI Overviews are the AI-generated summaries that can appear in regular Google search results. They are different places to check, so record them separately.

How to check if ChatGPT recommends your business: a 5-question test

The owner in our example needs questions a prospective customer might ask, not questions designed to make the business appear.

1. Choose five real questions. Look at inquiry emails, call notes or the questions people ask before buying. Write them down before you start testing. Include what the customer needs and where they need it. A useful pattern is, "Who can help a small business with [specific problem] in The Woodlands?" Replace the brackets with the customer's problem, not your preferred marketing phrase.

2. Leave your business name out. "Is my company a good choice?" tests what the tool says when you've supplied the answer. Keep a separate named-business check if you want to inspect your facts, but don't mix it into the recommendation test.

3. Use a fresh, unpersonalized conversation and web search. In ChatGPT, the current Temporary Chat help describes Personalized and Unpersonalized options. Choose Unpersonalized before starting, and ask it to search the web. Temporary alone doesn't necessarily mean personalization is off. Check the cited sources rather than assuming a confident answer came from current information.

   ChatGPT might recommend a competitor because a two-year-old directory page still ranks well, or quote your old hours because a listing you forgot about never got updated. When the answer cites its sources, open them. If it built the answer on a stale page, that's something you can actually fix.

4. State the place instead of relying on "near me." Houston, Spring and The Woodlands aren't interchangeable service areas. Use the place your customer would ask about. ChatGPT can use location information, and a private browser window doesn't remove every possible influence. Note your location and session settings so you know what you tested.

5. Repeat in Google AI Mode, then check regular Google separately. Use the same wording. For regular search, record whether an AI Overview appeared.

   If no AI Overview appears for a question, that only means Google didn't generate an AI answer for that search. Google decides question by question whether an overview shows up at all, and plenty of customer questions never get one. Your business can still appear in the regular results on that same page, and for a lot of local searches that's where customers actually click. Record "no AI Overview for this question" and move on. It tells you something about the question, not about your business.

Open a new conversation for each question so earlier answers don't feed the next one. You can inspect a recommendation with a follow-up, but keep that follow-up separate from the original result.

Keep a record you can use next week

For that Spring owner, a simple spreadsheet is enough. Give each question and each tool its own row, with the fields shown below. You can use the free AI Visibility Tracker and make your own copy. It has the fields below and a fictional example to show how to fill them in.

Illustrative example only: Sample Spring Business is fictional. The filled-in row shows what one example record could look like. The sources and results below are placeholders, not findings from a real check.

Run the same questions across several days before drawing conclusions. Weekly checks are a reasonable starting routine for an owner; the point is to compare the same test, not spend every morning trying to persuade a chatbot.

If your business appeared in four of ten checks, say that. It doesn't mean 40% of customers see you. Your chosen prompts and sessions aren't a representative survey of everyone shopping for your service.

Look for useful observations: one question keeps producing a wrong service description, a source has outdated information, or a competitor gets recommended for a service you haven't explained clearly on your own site. Those give you something to investigate. One missing mention doesn't explain why it was missing.

What Google Search Console's AI report can (and can't) show

This section is the most technical one in the article. If Search Console is new territory, read it for the idea and come back when you're ready to open the tool. The manual checks above already tell you most of what a small business needs to know.

The owner now has a record of answers they saw. Google's Search Console provides another piece of evidence, but it answers a different question.

(Your property is your website as you've registered and verified it in Search Console. You do that once, and Google ties the data to that site.)

As of this writing, Google's documented generative AI performance report counts impressions of links to your website in AI Overviews and AI Mode. It includes views by page, country, device and date. An impression means a link to your site was shown in a supported AI feature. It doesn't mean the answer recommended your business.

The documented report doesn't provide dedicated AI query or click metrics. It isn't a ChatGPT dashboard, a list of all customer prompts, or a record of every time Google named your company without linking to your site. The normal Search performance report remains broader, so its clicks aren't a clean total of clicks from AI alone.

If the generative AI report is visible in your property, start with a consistent date range and look at which pages received impressions. Export the data if you want to compare periods. Don't add the page totals together and assume they must match the property total; Google documents differences in how those totals are counted.

If you don't see the report, don't assume you've proved your business is invisible. Google's current help still lists access and insufficient impressions as possible reasons. An owner with no report can still run the manual checks, but shouldn't invent a number to fill the gap.

Fix the information you can verify

Let's go back to the owner who didn't appear in that first answer. The useful next step depends on what the checks actually revealed.

If the answer gives the wrong hours or service area, open the cited source and check it. Correct the information you control, and request corrections elsewhere when needed. Don't assume every error came from your website.

If your site is difficult to access or vague about what you do, work through the website checklist. If customers ask about a particular problem and your pages never explain whether you help with it, write a clear answer for the customer. Repeating a city name throughout a page won't make an unclear service description useful.

After making updates to your site based on what you found, run the same questions again using the same prompts. That gives you an apples-to-apples comparison, so you can see whether the changes moved the needle. Changing the prompts at the same time makes that comparison useless. Keep your record honest about what changed, including the tool or session settings.

You can also track referral visits when available and ask new customers how they found you. Someone might hear your name in an AI answer and call without clicking, so neither website traffic nor customer recollection will give you a complete count on its own.

None of this guarantees a recommendation. It gives you a way to catch wrong information, notice patterns and make better decisions than asking one question once. And if you use AI to help prepare a page update, have a person review it for accuracy before it goes up on the site. This is the same principle behind what a small business should never fully automate. AI can draft the words, but the facts on your site are what customers use to decide whether to trust you. That final check stays with a person. If you want to run the checks yourself first, make a copy of the free AI Visibility Tracker and start with your five customer questions.

Sources

• Google: Generative AI performance report for Search
• Google: Introducing Search Generative AI performance reports
• OpenAI: Searching the web with ChatGPT
• OpenAI: Temporary chat in ChatGPT