On November 10, 2026, OpenAI launched Businesses in ChatGPT, built around a free Business Hub where companies can claim their profile, fill in their information and, for the first time, see analytics on how ChatGPT shows them. It is the clearest sign yet that AI visibility is now a channel brands must manage. It also shows why a single assistant's own dashboard is not enough.
What Is ChatGPT Business Hub?
Business Hub is the place where a business manages its presence in ChatGPT. It is in beta, free for now, and open to eligible businesses in the markets where ChatGPT is available. It covers three things:
- A business profile. You claim your business and describe it: who you are, what you sell, your website and, for online stores, a product feed.
- Insights. A dashboard of how ChatGPT shows your business.
- Business agents. A chat agent built from your instructions and product feed that answers shoppers inside ChatGPT. For now this part is limited to eligible e-commerce and online service businesses in the United States.
How Do You Claim Your Business in ChatGPT?
- Apply in Business Hub as the owner or an authorized representative. You do not need a ChatGPT Enterprise contract or an ads account.
- Verify the business. Depending on the business, OpenAI checks the claim through a business phone number, email address, website domain or Shopify account.
- Verify your identity. Before you can publish changes, connect a product feed, see analytics or create an agent, the person managing the listing completes a separate identity check through Persona.
- Fill in your profile. Make it accurate and complete: this is the information ChatGPT can use to understand what you do.
What Analytics Does Business Hub Show?
The beta reports four numbers, summarized over a recent window (launch reports mention the past 28 days):
| Metric | What it counts |
|---|---|
| Mentions | For an online business, when ChatGPT references your website. For a local business, when ChatGPT shows a result for your location. |
| Profile views | How often people open your ChatGPT profile. |
| Website clicks | Clicks on links to your site from ChatGPT. Not completed visits or purchases. |
| Discovery topics | The themes of the conversations where you appeared. |
Figures appear only once volumes pass a privacy threshold, so a small business may see little at first.
Why This Is Great News for Brands
- AI visibility becomes official. When the company behind ChatGPT builds a dashboard for brands, nobody can call AI answers a side topic any more. Being recommended by an assistant is now a channel with its own numbers.
- You can correct how ChatGPT describes you. A verified profile gives ChatGPT information that comes from you, not only from what third-party sites say about you.
- Real traffic data. Business Hub counts what happened in real ChatGPT conversations. That is data no outside tool can see.
- It is free. Every eligible business should claim its profile now, before its competitors do.
One thing to know: OpenAI says claiming a profile does not guarantee better placement or more sales. The profile helps ChatGPT understand you. It does not buy you a spot in the answer.
What Business Hub Does Not Show
The beta is a good start, but it leaves out most of what you need to act:
- The questions. You do not see the prompts that triggered your appearances, only broad topics.
- Your competitors. There is no competitor ranking and no share of voice, so you cannot tell who ChatGPT recommends instead of you.
- The answers where you are missing. Business Hub counts the times you appear. It cannot show the buyer questions where ChatGPT names five other companies and not you.
- Brand names without a link. For an online business, a mention counts when ChatGPT references your website. An answer that names you without linking to your site may not show up.
- The sources behind the answer. You do not see which articles, reviews or directories ChatGPT relied on.
- The other assistants. It covers ChatGPT only. Your buyers also ask Gemini, Claude, Perplexity and Google's AI Overviews and AI Mode.
Why Third-Party Tools Like Operato AI Still Matter
Business Hub tells you how often ChatGPT showed you. An independent tool tells you why, against whom, and what to do next. The two answer different questions.
| ChatGPT Business Hub | Operato AI | |
|---|---|---|
| Assistants covered | ChatGPT only | ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and AI Mode |
| Questions | Not shown, topics only | The exact buyer questions you track, with every answer |
| Competitors | No ranking, no share of voice | Rank and share of voice against your competitors |
| Where you are missing | Not shown | The questions where competitors are named and you are not |
| Sources | Not shown | The sites each answer cites, so you know where to be present |
| Next steps | None | A To do list of actions to improve your visibility |
| Data | Real ChatGPT traffic | A fixed set of questions asked every week, comparable over time |
The independence matters too. A platform's own dashboard measures what that platform chooses to measure. An outside tool asks the same questions to every assistant in the same way each week, so you can compare them and see the trend.
In our own October 2026 data, 37% of brands had a gap of 20 points or more between their best and their worst assistant, and 88% of the sources the assistants cited were third-party pages, not the brands' own sites (see the GEO statistics). Neither fact is visible from one assistant's dashboard.
What to Do This Week
- Claim your business in ChatGPT Business Hub and complete the verification.
- Fill in every profile field with the same description you use on your website and listings, so the facts match everywhere.
- Check your Insights weekly, but treat them as one signal among several.
- Track the questions your buyers ask across all assistants, with your competitors beside you. Read how to track your brand across AI engines, or start with the free AI visibility checker.
FAQ
What is ChatGPT Business Hub? It is OpenAI's free tool, launched in beta on November 10, 2026, where businesses claim their ChatGPT profile, add their information and see analytics such as mentions, profile views, website clicks and discovery topics.
Is ChatGPT Business Hub available outside the United States? Business Hub is open to eligible businesses in the markets where ChatGPT is available. Business agents, the chat agents inside ChatGPT, are limited to eligible e-commerce and online service businesses in the United States for now.
Does claiming my profile improve my ranking in ChatGPT? OpenAI says it does not guarantee better placement or more sales. It gives ChatGPT accurate information about your business.
Can I see which prompts mention my brand? No. Business Hub shows broad discovery topics, not the prompts, and no competitor comparison.
Do I still need an AI visibility tool? Yes, if you want to know which buyer questions you win or lose, which competitors are recommended instead of you, which sources the answers rely on, and how you appear in Gemini, Claude, Perplexity and Google's AI answers as well as ChatGPT.