Key points
- OpenAI launched Business Hub and Business Agents in beta; agents are open first to eligible U.S. e-commerce and online service businesses.
- Businesses supply instructions and product data; OpenAI hosts the agent, and brands cannot bring their own. Chats are labeled and separate from the main conversation.
- Insights shows mentions, views, website clicks and discovery topics, but not individual chats or prompts. Share of voice is not part of the beta.
- Both Business Hub and agents are free for now; OpenAI's Benji Shomair did not rule out a paid model later.
Why it matters for marketers: Brands get a free way to speak for themselves in ChatGPT and first-party mention data, but no ranking boost and no access to conversation transcripts.
OpenAI has introduced Business Hub and Business Agents in ChatGPT as a beta. Businesses can claim a profile, get verified and supply product and company details. Eligible U.S. e-commerce and online service companies can also publish an agent, a labeled chat that speaks for the brand when a user wants to dig into a product, such as comparing two items.
According to OpenAI's Benji Shomair, the business agent is the organic version of a format OpenAI has been testing as a paid ad. The sponsored agent is the paid route, he said, but the agent behind it should be the same. Shopping ends on the brand's own site, since the business decides how to close the sale.
For marketers, the limits matter as much as the access. Brands see themes, not transcripts, and OpenAI builds and hosts the agent from the instructions and feed a company provides. Insights reports mentions, views, clicks and discovery topics. Shomair said paying or participating should not affect how often a business appears, though better information could help ChatGPT surface it in more relevant conversations.
The data may also reshape the AI visibility market. Accuracast's Farhad Divecha said his team relies on third-party tools that estimate ChatGPT visibility, and he wants to see how far off they were. Analyst Debra Aho Williamson expects some pull away from those vendors, but notes ChatGPT is only one platform.
Watch for pricing, since Shomair did not rule out a paid model, and for any rollout beyond the U.S., where OpenAI gave no timeline. Teams can start by checking whether they qualify, preparing accurate product feeds and comparing OpenAI's numbers with their current tracking tools.
Sources
This brief is our own summary. Read the full reporting at the source.