AI Answer Check

Does ChatGPT recommend my business?

Matt Turley, Continuum. Updated September 25, 2026.

Your customers are asking ChatGPT who to hire. It answers with names. Here is how it picks them, what we found when we checked our own business, and a $299 check that tells you where you stand.

The short answer

Does ChatGPT recommend my business?

Only if the pages it reads for your buyer’s question present your business as the answer. ChatGPT can read your site, even link to it, and still name someone else. The only way to know is to ask the questions your buyers ask, several times on each AI tool, and count who gets named. We did that for our own business: ChatGPT linked our site on 4 of 15 questions and named us on none.

How AI assistants pick who to name

When someone asks ChatGPT, Perplexity or Gemini for a recommendation, the answer is built from what the tool reads for that question. Mostly that is other people’s pages: “best of” lists, directories and marketplaces, Reddit threads, and competitors’ own guides. If those pages put a business forward as the answer, the AI tends to repeat it. If they never mention you, neither will the AI.

In our own check, the 135 AI answers carried 1,814 source links. “Best of” list articles showed up in 82 of the 135 answers, directories and marketplaces in 73, and Reddit threads in 42. Your market will have its own mix, which is why the check lists the sites the AI reads for your questions.

Linked is not the same as named

There are two different facts here, and most tools blur them. Named means your business name is in the words of the answer. Linked means your site is one of the sources the answer shows. You can be linked and still not be named.

That is exactly what happened to us. Across all three tools, our site was linked in 34 of the 135 answers. Only 3 of those answers said our name. The AI was reading us for background and recommending someone else.

We ran it on ourselves

On 24 September 2026 we asked 15 questions our buyers ask, 3 times each, on ChatGPT, Perplexity and Gemini. Here is the plain result.

ChatGPT
0 of 15
questions where it named us
Linked our site on 4 of 15
Perplexity
0 of 15
questions where it named us
Linked our site on 4 of 15
Gemini
0 of 15
questions where it named us
Linked our site on 3 of 15

The business the AI named most for our questions was Toptal, in 31 of the 135 answers. We were named in 3. Plain web search (Brave) had our site in its top 10 for 5 of the 15 questions, so ranking in search did not carry over into being recommended.

Toptal31 of 135 answers
Upwork20 of 135 answers
Arc13 of 135 answers
Continuum (us)3 of 135 answers

This is the report a buyer gets, run on us. The questions, answers and numbers are real.

Page 1 of our own AI Answer Check report
The headline: named on 0 of 15 questions by ChatGPT, Perplexity and Gemini. Linked as a source on 4, 4 and 3.
Page 2 of our own AI Answer Check report
The three fixes worth the most, picked from the pages the AI actually read.
Page 3 of our own AI Answer Check report
Who AI names instead, and the first questions in the question-by-question table.
Page 4 of our own AI Answer Check report
The rest of the table, and where the answers came from: 1,814 source links across 135 answers.

Full sample report (PDF, 9 pages) →
The free preview version (PDF, 2 pages) →

How we score it

  • Questions. 12 to 15 questions your buyers actually type, written without your business name or any hint about you. You can add your own.
  • Engines. Every question goes to ChatGPT, Perplexity and Gemini. The report names the model versions used (ours: gpt-4o, gemini-2.5-flash and sonar).
  • Three runs. Each question is asked 3 times on each engine, because answers change from one run to the next. Our sample is 15 questions x 3 engines x 3 runs = 135 answers.
  • Majority vote. A question counts as named only when at least half of its completed runs name you, which is 2 of 3 when all three complete. One lucky answer is not a win.
  • Named means the answer text. Your business name has to be in the words of the answer. A link to your site, including the small source links some tools print inside the text, does not count as named.
  • Links are counted separately. Linked as a source uses the same majority rule, and the two numbers are never added together.
  • Web search is only a comparison. A plain Brave Search top 10 is shown for context and is not part of the AI numbers.
  • Nothing is guessed. If an engine fails to answer, that cell says not measured, never 0. Every number in the report points back to the stored answers behind it, and results older than 7 days are re-run before the report is sent.

Why the majority rule matters: ChatGPT did name us 3 times, once each on 3 different questions. A single screenshot of any of those would have said ChatGPT recommends Continuum. Three runs said it does not, yet.

Find out who AI recommends when your buyers ask.

One report: whether ChatGPT, Perplexity and Gemini name your business across your buyers’ questions, who they name instead, and the top fixes you can actually do. Book and pay $299 on Cal.com, answer the questions on the booking form, and your 20-minute kickoff call with Matt is set. Matt reads every report before it is sent.

Get your AI Answer Check, $299 →

Book and pay $299 on Cal.com, then answer the questions on the booking form.

AI Answer Check
$299
  • ChatGPT, Perplexity and Gemini
  • Who they name instead of you
  • The three fixes worth the most
  • Reviewed by a person before it is sent

In your inbox within 3 business days of your kickoff call, or it’s free. If it isn’t useful, tell me within 7 days of getting it and I refund the full $299. You keep the report either way.

The full $299 counts toward Get Users or a Deadline Sprint started within 30 days. Exact terms

FAQ

Straight answers

Can I check whether ChatGPT recommends my business for free?
Yes. Write down the questions your buyers actually type, not your business name. Ask each one in ChatGPT, Perplexity and Gemini three times, and note whether your name is in the answer and whether your site is one of the links. Our free AI visibility check runs a quick version of this for you.
Why does ChatGPT link to my site but not name me?
Because being read and being recommended are different things. ChatGPT can pull your page in as a source for background and still name the businesses that the lists, directories and threads it reads put forward. In our own check it linked our site on 4 of 15 questions and named us on none of them.
What does the AI Answer Check cost and what do I get?
It is $299. You get one report showing whether ChatGPT, Perplexity and Gemini name your business across 12 to 15 of your buyers’ questions, who they name instead, which sites they read, and the three fixes worth the most. You book and pay the $299 on Cal.com, a 20-minute kickoff call with Matt is booked at the same time, and the $299 counts in full toward Get Users or a Deadline Sprint started within 30 days.
How long does it take?
Three business days (Monday to Friday) from the end of your 20-minute kickoff call. The booking form gives us what we need, so the clock starts at the call. If the report is late, the $299 comes back and you still get the report. Matt reads every report before it goes out. Nothing is sent to you automatically.
What if the report isn’t useful?
Tell Matt within 7 days of getting it, one email is enough, and he refunds the full $299. No reason needed, and you keep the report. The refund goes back to the card you paid with.
What do you need from me?
You answer these on the Cal.com booking form when you pay: your business name, your website, your city or market, what you do in a few words, and three to five competitors. If you already know the questions your buyers ask, add them. If not, we write the list and you see it in the report.
Can you guarantee ChatGPT will recommend me after the fixes?
No, and be careful with anyone who does. No one can promise what an AI tool will say. What I do promise is the report itself: on time, or it’s free, and a full refund within 7 days if it isn’t useful. What can be measured is who AI names today, and whether that changes after you act. That is why the check can be re-run on the same questions later.

Want the free version first? Run the free AI visibility check.

Keep reading
Get mentioned in ChatGPTHow to get your name into the places the AI already reads.Get cited by PerplexityWhat Perplexity reads, and how to become one of its sources.Get UsersYour product named when buyers ask ChatGPT and Google. $1,200/mo.