OpenAI Opens ChatGPT Business Hub to Brands in Beta

OpenAI has launched Business Hub inside ChatGPT as a beta program, giving brands a self-service way to control how they appear in the chatbot and, for the first time, to see how often people engage with them there. For marketing leaders, that second half of the sentence matters more than the first.

The move puts OpenAI in direct competition with a growing set of startups that already sell analytics on how brands surface in AI conversations. OpenAI now owns the platform and the measurement tool. That arrangement has a familiar ring to anyone who lived through the last twenty years of platform media.

What can brands actually do in Business Hub?

The feature set at launch is straightforward:

• Create a business profile. Brands can build a profile for their business within ChatGPT.
• Get verified. Once verified, a business can update its details and product information.
• See engagement data. Companies can view how people are engaging with them in ChatGPT — including how often the business appears in conversations, per OpenAI's key takeaways.
• Build a dedicated agent. Businesses can create an agent specifically for their business.

Notably, these pieces are decoupled. Brands can create a business profile without creating an agent, which suggests OpenAI expects plenty of companies that want visibility without committing to conversational automation.

The company's own positioning is candid about the trade: better profile data helps companies show up in more relevant contexts, OpenAI says. In plainer terms, the more complete and accurate your business information, the more usefully ChatGPT can represent you when users ask.

Who is this for, and what comes next?

The current release targets businesses broadly, but OpenAI is already signaling where the roadmap goes. Features for specific business types — multi-unit businesses, for example — will be built out over time, according to Benji Shomair, vp of monetization at OpenAI.

That job title deserves a pause. Monetization. The Business Hub is a beta, free of announced fees, and launched without pricing details. But a vice president of monetization doesn't ship features as charity. When the paid tier arrives, brands that have already verified profiles and cleaned their product data will be ahead of those that haven't.

Why should a CMO care now?

Three practical reasons, none of them speculative:

1. Measurement. The analytics in Business Hub let brands see how often they appear in conversations — baseline data that, until now, they had to buy from third parties.

2. Control. Verified profiles mean brands can update their own details and product information directly, rather than hoping the model scraped something accurate last quarter.

Competitive positioning. OpenAI's analytics tool directly competes with a growing set of startups in the AI-visibility space. Platform-owned measurement tends to win distribution fights. Budget owners should watch which of their current vendors survives contact with this release.

The beta label is doing real work here. Multi-unit support is pending, the feature set is incomplete, and OpenAI has a habit of iterating in public. Still, the decision facing marketing teams is simple: claim and verify the profile now, or explain later why the chatbot kept describing your product line circa 2022.

As launches go, this one is modest. A profile page, some analytics, an optional agent. But it's OpenAI's first structural answer to how brands live inside ChatGPT — and the landlord has just started offering tenant improvements.