Does ChatGPT Only Recommend Big Brands?

Short answer: No. ChatGPT does not only recommend big brands. Smaller and newer companies do get named. Still, several studies find that well-known brands show up more often, especially when the question is a broad "what's the best X?" One answer is not a verdict, because the list changes from run to run. The honest way to find out is to ask your buyers' questions several times and count how often you appear.

Want a first look across four assistants, not just ChatGPT? MadeTheAnswer's free check asks ChatGPT, Perplexity, Gemini and Claude 5 buyer-style questions, one run each, and shows whether you were named, which competitors got mentioned, and which sites were cited. We work out your category and suggest likely competitors. Your score shows on screen, and the full report comes by email. Email required, no credit card. It's a one-run snapshot, not a verdict.

Why it can look like only the big names win

ChatGPT does not keep a public "preferred brands" list, and OpenAI does not sell a slot in the answer itself. Two other things can still tilt a generic question toward famous names.

Sometimes it answers from what it already learned. Semrush, cited by Onely, measured that ChatGPT turned on web search for 34.5% of queries as of February 2026. For the rest, it answers from training. Brands that have been written about for years have more of that history to draw on. Onely also points to a University of Toronto study of 50 unbranded soda prompts: major brands received 56.3% of the brand mentions, and niche brands received 12.3% (Onely). Onely is an SEO and AI-search agency, and a soda test is one category, not every market.

When it does search, a well-known name can still have a head start. A November 2026 preprint from researchers at Politecnico di Milano audited commercial prompts on GPT, Gemini, and Perplexity. Among 1,176 brands, those in the most popular fifth were mentioned and cited about 1.4 to 2.8 times as often as the average brand in that sample. Turning web search on did not remove the pattern. Adding a short buyer persona (for example, a budget or life-stage note) weakened it. The study used Italian queries in four sectors (sport, fashion and beauty, insurance, and travel), and it is a preprint, not a peer-reviewed journal article (Monaco, Lenti, and Pierri).

None of this means a smaller brand cannot be named. It means a broad, unconstrained "best X" question is where famous names have the easiest path.

The list also changes a lot from run to run

Even for well-known products, ChatGPT does not repeat the same shortlist every time.

In January 2026, SparkToro and Gumshoe.ai had about 600 volunteers run 12 prompts 2,961 times across ChatGPT, Claude, and Google's AI tools. They found less than a 1 in 100 chance of getting the same list of brands twice, and closer to 1 in 1,000 of getting the same list in the same order (SparkToro). The post notes that Gumshoe makes an AI tracking tool.

The same research still found a stable core in some categories. When people wrote 142 different prompts about headphones for a traveling family member, those prompts produced 994 answers. Bose, Sony, Sennheiser, and Apple showed up in 55% to 77% of them. So a big brand can be a frequent name without being the only name, and without the rest of the list staying still.

If a competitor showed up once and you did not, that is a data point, not proof that ChatGPT "only" recommends them.

When smaller brands do get named

The same research points to conditions that help a less famous brand show up.

• A more specific question. A persona or a constraint (budget, company size, a use case, a place) gives the assistant something to match besides "the best-known option." The Politecnico audit saw the popularity gap shrink when a buyer persona was added (Monaco, Lenti, and Pierri).
• A page that actually answers that question. In Onely's study of 31 "best agencies for X" questions, 57% of the pages ChatGPT cited were the named brands' own websites. List articles were 22%. (Perplexity and Gemini cited lists much more often on the same questions.) Onely's set was agency questions, so your category may look different (Onely).
• Other pages that already name you. If ChatGPT searches, it can only quote what it finds. Accurate review, directory, and comparison pages give it a source besides your site.
• Being findable. OpenAI says sites that block OAI-SearchBot "will not be shown in ChatGPT search answers" (OpenAI).

None of these are a promise that you will be named, or that you will be named more often after you make a change.

How to test this for your own product

1. Write 8 to 10 questions a buyer would ask before they know your name. Include a few broad "best X" questions and a few narrower ones (budget, use case, or "alternative to [competitor]").
2. Open a logged-out or private window, and start a new chat for each question.
3. Ask each question at least three times. Write down whether you were named, who was named instead, and which pages were cited.
4. Compare the broad questions with the specific ones. If you appear only on the specific questions, the "big brand" pattern may be real for the generic prompt, and less of a problem for the way some buyers actually ask.

Look at how often you appear across those runs, not at one ranked list.

How MadeTheAnswer helps

MadeTheAnswer does not make ChatGPT favor smaller brands, and it does not promise a better mention rate. It shows how often you were named on a fixed set of buyer-style questions, which competitors were named, and which sites were cited, so you can see the pattern instead of one lucky or unlucky answer.

• Free check: 5 questions, one run each on ChatGPT, Perplexity, Gemini and Claude. Score on screen, full report by email. No card. One free check per website and one per email each week. There are also 5 free checks a day for everyone. That number resets daily at midnight UTC (5 PM Arizona time). If free checks are full for the day, you can leave your email so we keep your place.
• Paid weekly reports (from $29/month): each question is asked 3 times, which is a better base than a single run. You can cancel anytime from Billing. See plans and prices

Each assistant's score links to the actual AI answers. We work out your category and suggest likely competitors; paid account owners can edit them. We don't check ChatGPT Shopping.

FAQ

If I'm new, should I even bother checking? Yes, if buyers already ask AI tools what to use. A low mention rate is useful information. It tells you whether the gap is "never named" or "named on some questions and not others."

Does getting onto "best of" lists fix this? It can help in assistants that cite those lists often. Onely found ChatGPT cited a brand's own site more than lists, on agency questions. Check the sources in your own answers before you spend a lot of time on one kind of page.

Will a claim-your-business tool in ChatGPT change this? OpenAI launched Businesses in ChatGPT in beta on November 10, 2026. Eligible businesses can claim a profile in Business Hub. Claiming does not guarantee more recommendations, and it does not replace checking the questions your buyers ask.

Related guides

• Why Does ChatGPT Recommend My Competitor? — Why a better-known name may show up instead of you.
• How to Get Your Product Recommended by ChatGPT: A Step-by-Step Plan — Practical steps that don't depend on already being a big brand.
• Is My Brand in ChatGPT? How to Check, and What to Do if You're Missing — A free way to test this for your own product.
• Claim Your Business in ChatGPT: What's Actually Available — Eligible businesses can claim a profile in Business Hub.

See how often you're named

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Sources: SparkToro, "NEW Research: AIs are highly inconsistent when recommending brands or products"; Onely, "How ChatGPT Decides Which Brands to Recommend"; Monaco, Lenti, and Pierri, "The Popular Get More Popular," arXiv:2611.07614; OpenAI, "Overview of OpenAI Crawlers".