Why ChatGPT Recommends Your Competitor but Not Your Business

You asked ChatGPT a question a customer might ask: "Which plumbers in Tucson can install a tankless water heater?" It named two competitors. Your business wasn't one of them.

That can sting, especially when you've worked hard for your reviews. But the answer doesn't tell you that those businesses are better, or why you were left out.

Start with the sources behind the answer. Save the question, open the links and compare the service and location details you find. You might uncover an outdated listing, a missing service page or a website access problem. You might also find accurate information and still have no clear explanation. One response isn't enough to settle it.

Here's how to turn that missing mention into a useful list of things to check.

Why might ChatGPT recommend a competitor instead?

The question, search context and information available can all affect the answer. OpenAI says ChatGPT may search the web automatically, rewrite a question for search providers, and use location or saved memories to make the search more relevant. Responses can include citations and a Sources panel, but those sources can be incomplete or wrong. OpenAI's explanation of ChatGPT search.

A source list gives you somewhere to investigate. It doesn't expose the full selection process, and you shouldn't assume every local recommendation came from the same search provider.

There are data partnerships, too. In its second-quarter 2026 shareholder letter, Yelp said its ratings and reviews had begun powering ChatGPT's local experience in relevant categories. That's a reason to check your Yelp information, not evidence that Yelp decides every answer. Yelp's shareholder letter.

This is worth some attention alongside your existing marketing. BrightLocal's March 2026 survey of 1,002 US adults found that 31% reported using ChatGPT for a business recommendation in the previous year. That's self-reported consumer behavior, not ChatGPT's share of local searches. BrightLocal's survey and methodology.

You don't need to overhaul your website after one disappointing answer. Start by checking whether customers and search systems can find the right information about your business.

Step 1: Save the question and the answer

Before you change anything, take a screenshot or copy the response into a document. Record:

• The exact question and the date.
• The platform, model or mode shown, and whether search was used.
• The city written in the question and any visible location information.
• Whether you were signed in, using an existing chat or using personalization.
• The businesses named and the claims made about each one.
• The cited URLs, keeping them separate from other links in the Sources panel.

For a repeatable starting check, use a new chat and put the city in the question. "Near me" adds uncertainty about which location was used. An assistant's explanation of its own answer isn't a technical audit, so don't rely on it to tell you exactly why a business was selected.

Choose three questions that reflect jobs you actually want:

1. "Which plumbers serve Tucson?"
2. "Who installs tankless water heaters in Tucson?"
3. "Which plumbers in Tucson handle emergency water heater repairs on Sunday?"

Only use that third question when Sunday emergency work is a service you offer. Keep the wording natural. Adding your business name tests whether the assistant recognizes you, which is a separate check from whether it recommends you unprompted.

Need a starting list? Citywise AI's free question finder suggests questions based on your website. They're suggestions to try yourself, not a record of private searches or a ranking report.

Step 2: Read the sources and compare

Open the pages linked in the answer. Check whether each one actually supports what ChatGPT said. A directory listing might show a business's address without saying anything about tankless water heaters.

For each competitor, look for the service, area and supporting details on those pages. Then look for your own business in the same places.

Copy this table into your notes:

A blank in your column is something to investigate. It doesn't automatically mean you need to buy a listing or pay to join a "best businesses" page.

Some pages won't accept submissions. Others may be outdated, promotional or simply wrong. Focus first on profiles you can manage and factual corrections you can request. A citation tells you a page appeared in that response; it doesn't make the page trustworthy.

Step 3: Check your service pages and website access

Look at your website as someone hiring you for the first time.

Can they find the specific service? "Full-service plumbing" leaves a lot unanswered. A tankless water heater page can explain the systems you install, what's included, how you quote and how to book. Use details from your actual work.

Can they tell where you work? Name the areas you genuinely serve. Check old addresses and phone numbers on profiles you manage. A Tucson business might legitimately have an address in a neighboring community, so the goal is accurate information, not forcing every listing to use identical city wording. Follow Google's business representation guidelines.

Can they check your experience? Real project photos, relevant qualifications and specific descriptions of completed jobs give a prospective customer something to assess. Don't invent case studies or rewrite reviews to fit a keyword.

Then ask your developer to check access:

• ChatGPT search: review robots.txt and hosting or security rules for OAI-SearchBot. OpenAI says sites that opt out won't appear in its search answers, though navigational links can still appear. GPTBot is a separate crawler associated with model training; allowing search doesn't require allowing that crawler. OpenAI's crawler documentation.
• Google search: check the important service pages in Search Console. To be eligible as a supporting link in AI Overviews or AI Mode, a page must be indexed and eligible for a search snippet. Google's AI feature requirements.
• Google's AI inclusion setting: review Settings → Search generative AI in Search Console, including any inherited exclusion. This controls participation in the covered features; inclusion doesn't guarantee a recommendation. Google's control documentation.

Fix an unintended block without removing security protections indiscriminately. Ask the developer to verify the relevant public pages are accessible afterward.

Step 4: Choose the changes you can actually make

You may finish that check with ten possible jobs. Pick a few that have clear evidence behind them and a realistic owner.

A useful first batch could be:

1. Improve the relevant service page. Add missing service details, genuine service areas and a clear way to request a quote. Our local SEO, GEO and AEO guide explains the foundations.
2. Correct important profiles. Update stale information on the sources you found. Include Bing Places in your wider profile check; Microsoft recommends keeping business details there current for local AI discovery. Microsoft's local-business guidance.
3. Resolve a verified access problem. Give the developer the affected URL and the failed check, then ask for confirmation after the fix.

Three is a manageable starting point, not a formula for getting recommended. An old phone number deserves attention even when you can't prove it affected an AI answer.

A hypothetical example makes the distinction clearer. Imagine a Tucson plumbing company with a general services page and an old phone number on a directory. An answer recommends two other businesses and links to that directory and a competitor's tankless installation page.

The owner discovers that their own site never describes tankless installation, even though the team does it every week. They add a useful service page, correct the phone number and ask their developer to check crawler access.

Those changes make the information more useful and accurate. We haven't run that test, and there's no result to claim. The next check would show whether the answer changed; it still wouldn't prove which edit caused the change.

What should you avoid spending time on?

A guaranteed ChatGPT recommendation. OpenAI doesn't guarantee placement. Ask a provider to specify the pages, profile corrections and technical work they'll deliver, along with how they'll review progress. OpenAI's website inclusion guidance.

Special files sold as a shortcut. Google says it doesn't need special AI markup and ignores llms.txt for Search. That statement is about Google, so don't generalize it to every system. Structured data can still serve its normal purpose when it matches the page. Google's guidance on AI search misconceptions.

Scripted reviews. Ask customers for honest feedback and let them choose their words. Google's policy prohibits incentives, selectively requesting positive reviews and asking for specific review content. Google's review policy.

Repeating a keyword across the homepage. "Best plumber in Tucson" fifteen times won't explain your services, prices or availability. Use that space to answer a customer's actual question.

Step 5: Check again and track inquiries too

A practical starting routine is to repeat the questions every two weeks for a couple of months. That's a suggested work schedule, not a promised time to see results.

Use the same questions and keep the setup as consistent as you can. Record changes to the platform, model, location settings or personalization. Keep each answer and its sources alongside a dated list of your website and profile changes.

Watch for specific differences: a corrected listing appearing, a new source being cited, or your business being described more accurately. A single appearance is encouraging, but several checks will give you a more useful picture.

Track calls, forms and bookings as well. Ask new customers how they found you. More mentions are useful only if they help the business, and a customer may see an AI recommendation before searching for your name elsewhere.

A few questions that come up next

Should I ask about my business by name?

Yes, as a separate check. Look for an incorrect address, wrong services or confusion with another business. Save any supporting links. Keep these results separate from questions where the assistant has to choose providers without being given your name.

We rank well on Google. Why are we missing from ChatGPT?

A Google Maps position doesn't guarantee a ChatGPT mention. The systems can use different sources and context. Compare the pages behind the specific answer before assuming your existing SEO work has failed.

What should I ask my current agency?

Ask which sources the answer used, what those sources say about you, and which service page answers the customer's question. Then ask for the first recommended change, who will do it and how they'll check it afterward. A useful report should make that next action clear.

Start with one answer

Set aside an hour to inspect the sources behind one question that matters to your business. Write down the first factual gap you can fix.

Citywise AI's free question finder can help you choose questions to try. When you need help carrying out the changes, Citywise AI's team handles website and business-profile work, with ongoing AI-answer checks and monthly reporting. You can see what the service includes before deciding whether you need that help.