What changed
OpenAI launched Businesses in ChatGPT in beta. Eligible organizations can claim a Business Hub, manage public information and product feeds, view thresholded discovery analytics, and build a clearly labeled Business Agent; agents are initially limited to eligible United States ecommerce and online-service businesses.
Why it matters
ChatGPT is becoming a managed discovery and customer-conversation surface rather than only a referral source. That creates new operational boundaries around feed accuracy, sponsorship, analytics privacy, agent identity and escalation to a human channel.
What to do
Claim the organization through an authorized owner, upload a minimal price-and-availability feed, test stale inventory and escalation paths, and keep agent answers separate from contractual support until logs and correction workflows are reliable.
Caveat
The program is beta. OpenAI says aggregate insights do not expose user conversations or Business Agent chats, but discovery lift, answer accuracy and commercial impact are not independently established; Business Agents are not available to every claimed organization.