ChatGPT Opens Its Doors to Businesses: Inside the New Business Hub

Four days after a leaked screenshot got the SEO world talking, OpenAI has launched "Businesses in ChatGPT" in beta. For the first time, brands get official numbers on how often ChatGPT mentions them and how many people click through.

For two years, marketers have been asking a question nobody could answer with confidence: how visible is my business inside ChatGPT? Agencies built workarounds, asking chatbots the same buyer questions over and over and logging which brands turned up.

Those methods helped, but they were still guesses made from outside the platform.

That is starting to change. On November 10, 2026, OpenAI launched Businesses in ChatGPT in beta, built around a new dashboard called Business Hub. Verified businesses can now claim their profile, correct the information ChatGPT holds about them and, most importantly for marketers, see OpenAI's own figures for mentions and website clicks.

How did a leaked screenshot turn into a launch in four days?

The story broke on November 6, when Juozas Kaziukėnas, founder of Marketplace Pulse, shared a screenshot on LinkedIn of a banner that read "Claim your business in ChatGPT." He described a dashboard that charted daily impressions and clicks, and said he had seen early work on the feature as far back as August. SEO consultant Lily Ray asked publicly whether this was the first version of a "ChatGPT Search Console", and the label stuck.

At that stage nothing was confirmed, and early coverage was careful to describe it as an unverified test seen in a single screenshot. Four days later, OpenAI made it official.

How do you claim your business in ChatGPT Business Hub?

Businesses start by searching for their listing in Business Hub. They then confirm ownership through whichever method is offered for that listing: a business phone number, a business email, website domain (DNS) verification, or a connected Shopify store. OpenAI then requires identity verification through Persona before a business can publish changes or view insights. For now, local shops and restaurants can only claim an existing US listing.

What the dashboard actually shows?

Business Hub reports three things over a rolling 28-day window:

• Mentions. For online businesses, OpenAI counts a mention when ChatGPT references the business's website. A brand name that appears in an answer without the site may not count. Local listings use a different definition.

• Website clicks. The number of users who clicked from ChatGPT through to your site.

• Discovery topics. Aggregated themes that keep coming up in the answers where you appear.

What the dashboard leaves out matters just as much. OpenAI says it does not share users' conversations or Business Agent chats with businesses. There are no individual prompts, no user data and no competitor rankings. So the hub can tell you whether your visibility is moving, but not exactly why. OpenAI also warns that some figures may be left blank when reporting thresholds aren't met.

Agents and product feeds

Analytics are only part of the beta. Retailers can connect product feeds so ChatGPT shows current prices and stock. There is also an optional Business Agent that answers customer questions using information the business controls. At first it is available only to eligible US e-commerce and online-service businesses with a website. OpenAI has not published pricing for Business Hub.

What businesses should do now?

1. Claim early. Find your listing, complete verification and fix any outdated details before your competitors get there first.

2. Set a baseline. ChatGPT already adds utm_source=chatgpt.com to links people click, so check your analytics for existing ChatGPT referrals and compare them with Business Hub's click counts.

3. Log your changes. Mentions can rise or fall for many reasons. Record what you change on your site and when, so you can make sense of the trends later.

4. Keep testing prompts. The hub tells you whether your efforts are working. To learn what ChatGPT says about you, and why, you still need to test buyer questions yourself.

5. Check your feeds. If you sell products, make sure the prices and stock in your feed match your landing pages.

The bigger picture

Business Hub shows that OpenAI wants companies to treat ChatGPT as a channel to manage, much as Google Business Profile and Search Console did for search. It is a beta with clear gaps, and its definitions may change. But for businesses that have had no data at all on AI search, even partial numbers straight from OpenAI are a big step forward. The smart move is to claim your profile, start measuring, and watch how OpenAI builds out the rest.

FAQ's

What is ChatGPT Business Hub?

Business Hub is OpenAI's dashboard for its Businesses in ChatGPT beta, launched on November 10, 2026. Verified businesses can use it to claim their profile, update their details, add product feeds and see how often ChatGPT mentions them and sends clicks to their website.

How do I claim my business in ChatGPT?

Search for your business in Business Hub and select your listing. Confirm ownership with one of the methods offered, such as a business phone, business email, website domain or Shopify store. Then complete identity verification through Persona to unlock insights and editing.

Is ChatGPT Business Hub free?

Yes, for now. You can claim a profile with a free ChatGPT account, and you don't need an Ads account or Enterprise agreement. OpenAI has not published pricing for Business Agents or any future paid tier.

Is Business Hub available outside the US?

Eligible businesses can claim a profile wherever ChatGPT is available. There are two limits for now: local stores and restaurants can only claim existing US listings, and Business Agents are open only to eligible US e-commerce and online-service businesses.

Can I see the prompts people use to find my business?

No. Business Hub shows mentions, website clicks and discovery topics over the past 28 days, but not individual prompts, user conversations or competitor rankings. To learn what ChatGPT says about you, you still need to test buyer questions yourself.