OpenAI’s Business Hub adds beta company profiles to ChatGPT

By Marcus Bennett

OpenAI launched Business Hub on Tuesday, adding company profiles in beta (an early test phase) and limited business insights. Those insights cover profile views, business mentions and website clicks.

The hub lets enterprises verify and update details about their products and services. Eligible companies can also create and launch a specialized “business agent” (a feature that lets users ask about a company and its products). OpenAI did not set a date for a wider release.

OpenAI tied the launch to changing consumer behavior: “As people turn to AI to discover products, compare options and make decisions, ChatGPT has become the platform for people and businesses to connect through AI.” The company added: “Today’s announcement is an early step in bringing businesses more deeply into ChatGPT.”

What does this change for brands and agencies?

For brand and agency teams, the launch changes three things: control of core information, a dedicated question path and a first layer of interaction data. It does not yet establish how much additional reach ChatGPT will deliver.

The hub’s limited business insights include:

• Profile views
• Business mentions, or references to a company in ChatGPT
• Website clicks
• Other limited interaction metrics

Those figures establish a measurement layer, not proof of distribution. OpenAI announced no ranking guarantee, visit-rate benchmark or evidence that profile activity produces sales. No creator testimonials or third-party performance results accompanied the launch, so the practical reach effect remains unproven.

OpenAI positions the audience as people already turning to AI to discover products and compare options. The company supplied no demographic, traffic or volume figures, leaving teams without a reliable estimate of the feature’s audience size.

Verification will determine which businesses can use verified profiles. OpenAI said companies must complete a formal process, but did not explain its requirements. Benji Shomair, VP of Monetization, told journalists Monday there are “multiple verification methods that we use for different types of business in different markets.” That leaves standards variable across business types and markets rather than one disclosed checklist.

Budget and commercial terms remain unclear. The announcement introduced no ad product, paid placement, fee or media-budget guidance for Business Hub, and it did not quantify agent usage, profile exposure or sales. For practitioners, this is a measurement pilot, not yet a reason to reallocate search or social budgets.

OpenAI had tried a different route to commerce. Before Business Hub, the company tested direct shopping in ChatGPT using a commission-fee system, viewed as a potentially major revenue source and a way to compete more directly with Amazon. That project failed to gain traction, and OpenAI retired it in March, including its “checkout cart” feature.

Business Hub does not describe reviving that buying flow; it shifts emphasis toward discovery and business information. The Google resemblance is clear, but it remains an interpretation, not a disclosed performance target. Company profiles echo Google business profiles, while limited insights recall Google Analytics (Google’s site-performance tool).

Whether ChatGPT can become that decision layer will depend on profile exposure, agent usage and visit data that OpenAI has yet to publish. Until then, Business Hub is best measured as a new discovery test, not a confirmed replacement for search or social distribution.