Ask an AI assistant “Who is the best plumber in my city?” and it will not hand you ten links. It will name two, three, maybe five businesses, give a short reason for each, and stop. The customer calls one of them. Everyone else in town simply did not exist for that customer.
This is no longer a niche habit. In BrightLocal’s 2026 consumer survey, 45% of US consumers said they use ChatGPT or other AI tools to get local business recommendations, up from 6% a year earlier. AI is now their third most used source of recommendations, behind Google and Facebook.
The hard part is that you never see this loss. No missed call, no bounced visit, no line in your analytics. So this article asks one thing of you: find out what AI says about your business. Below is a test you can run yourself in two minutes, the seven gaps that most often keep a business out of the answer, and a free way to see the whole picture.
Test what AI says about your business in two minutes
Open the AI assistant you use most and ask the three questions a customer would actually type. Replace the brackets with your own details:
- The direct question: “What do you know about [your business] in [your city]? Is it a good [your trade]? What are the reviews like?”
- The comparison: “I’m looking for the best [your trade] in [your city]. How does [your business] compare to the top alternatives?”
- The problem to solve: “I need a great [your trade] in [your city] with excellent reviews. Would you recommend [your business]? What are the alternatives?”
Then read the answers with three questions in mind. Are you named at all? If you are, in what position, and is the description accurate? And which competitors are named next to you, or instead of you?
One warning before you draw conclusions: these answers move. In a study of local trades published in October 2026, the same question asked to ChatGPT about 40 minutes apart named only 29% of the same businesses (median overlap). One answer proves nothing. A pattern across several questions tells you a lot.
Why AI leaves good businesses out
AI assistants do not invent their recommendations. They assemble them from what the public web says about you: your listings, your reviews, the directories they trust, and your own website. When those signals are thin, outdated or contradictory, the assistant names someone it can describe with more confidence. These are the seven gaps that come up most often.
1. Your Google Business Profile is missing, unclaimed or half filled in
Your profile is the most complete public record of who you are, where you are and when you are open. Many tools that feed AI answers read listing data like this. A profile without a category, hours, description or photos gives the assistant very little to work with. Check that it is claimed, that every field is filled in truthfully, and that your name, address and phone number match exactly what your website and other listings say.
2. Too few reviews, or reviews that are too old
In the October 2026 study, ChatGPT named 3.4% of businesses with fewer than 25 Google reviews, against 22.2% of those with 1,000 or more. That is a correlation, not proof that reviews alone decide, but the direction is clear. Recency matters to people too: 74% of consumers look for reviews written in the last three months. A business with great service and a handful of reviews from 2023 looks, to both readers and machines, like a business that has gone quiet. The fix is not complicated: ask every satisfied customer, every time, and make it easy for them to leave a review where it counts.
3. You are absent from the sources the assistants actually read
Different assistants lean on different places, and it varies by trade and by country. In the same study, ChatGPT’s answers about trades frequently cited the Better Business Bureau and government licensing registries, while Claude cited Yelp in most of its answers. Nobody outside these companies knows the full list. The practical lesson: be listed, accurately and consistently, on the directories, licensing registries and review platforms that matter in your industry, not only on Google.
4. Your website shuts the door on AI crawlers
Some sites block AI crawlers without their owners knowing, through a security plugin, an anti-bot service or a line in the robots.txt file. OpenAI states that sites which block its search crawler, OAI-SearchBot, will not be shown in ChatGPT search answers. Other quiet problems belong in the same family: a website address on your Google profile that leads to a dead page, or a homepage that is only a language selector with no content. Ask whoever manages your site to check all three.
5. Your website does not say plainly what you do and where
A beautiful site that never writes “emergency plumber in Laval, open 7 days” in plain text makes the assistant guess. State your services, your service area and your hours in words a customer would use. Add structured data (schema.org markup for a local business) so machines can read the same facts without interpretation. Make sure the site is secure, fast and comfortable on a phone.
6. No visible proof on your own pages
Testimonials, case studies, certifications, awards, press mentions, useful articles: these are the signals that separate an established business from an anonymous listing. They only count if a visitor can actually see them. A section titled “What our clients say” counts. A keyword hidden in the code does not, and neither does a page calling yourself “the best in town”, which is a claim, not proof.
7. Your social profiles are scattered or unreachable
Active profiles on the networks your customers use, linked from your website, tell the web that your business is alive and reachable. Profiles that exist but are never linked, or a business that offers no way to send a message, leave gaps in the story. Link every active profile from your site’s footer, and give customers at least one way to write to you.
Why “I’ll look into it later” costs more than it seems
On Google, the fourth result on the page still gets clicks. In an AI answer, there is often no fourth result. In the October 2026 study, ChatGPT named about one business in eight among those that could have qualified. The shortlist is short, and the businesses on it collect the calls.
The good news is that almost every gap above is fixable by the business itself, with no agency retainer and no advertising budget. You just have to know which gaps are yours. Most owners guess, and the gap that costs them the most is often not the one they worry about.
See the full picture with a free audit
The free RepOtz reputation audit runs the checks above for you, in a few minutes, without creating an account. It asks an AI assistant the same three questions as in the test above and shows, in a table, whether you are named, in what position and which competitors appear. It then scores your business out of 100 across six pillars: Google Business Profile, reviews and sentiment, social presence, AI visibility, website and SEO, and trust and authority. Every weak signal comes with what to fix.
A few things worth knowing:
- Every credited trust signal quotes the sentence from your own homepage that earned it, so you can check the result instead of taking our word for it.
- When something could not be measured, for example because your site blocked our reader, the report says so rather than giving you a silent zero.
- You can get a detailed PDF report by email, and the report stays available at the same link for 30 days.
- No audit can guarantee that an AI assistant will recommend you. Nobody can promise that. What an audit gives you is the list of gaps standing in the way.
For a closer look at each pillar and how it is scored, read why auditing your digital reputation is no longer optional.
Marketers and agencies: start every conversation with the audit
If you look after other businesses’ visibility, the audit is the fastest way to show a client or a prospect what AI says about them today, and what is missing. Run it before the meeting, share the report link with one click, and come back to it in 30 days to compare. It turns “you should invest in your reputation” into a page they can read, with their competitors’ names on it.
Take five minutes today
Run the two-minute test. Then run the free audit and look at the one pillar where you score lowest: that is where to start. And if you know a business owner who has never wondered what ChatGPT says about them, send them this article. Being left out of the answer is a problem you can only fix once you know you have it.
Frequently asked questions
Can I pay to be recommended by ChatGPT or Gemini?
Organic AI answers cannot be bought. What you can do is make your business easy to find, easy to describe and easy to trust on the public web, which is exactly what the seven points above cover.
My business is excellent. Why doesn’t AI mention it?
Because AI assistants do not experience your service. They read what is published about it. A great business with few recent reviews, an incomplete profile or a site that blocks crawlers leaves very little for them to read.
How often should I check what AI says about my business?
Answers change from one question to the next and from one month to the next. Checking once a month, with the same set of questions, is a good rhythm to spot a real trend rather than noise.
Is the RepOtz audit really free?
Yes. It is free, it needs no account, and it takes a few minutes. Giving an email address is optional and only needed if you want the PDF report sent to you.
Sources
- BrightLocal, Local Consumer Review Survey 2026, published February 2026, 1,002 US adults.
- PPC Land, ChatGPT names 3.4% of tested local firms with under 25 reviews, October 2026, reporting on a study by 8ight.AI (a company that sells AI visibility services) of 2,976 local trade businesses in the United States and the Greater Toronto Area. The study describes its own results as a direction, not a ranking.
- OpenAI, Overview of OpenAI crawlers.
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