OpenAI has introduced Business Hub, a beta platform that allows eligible companies to create and manage business profiles inside ChatGPT. The profiles aim to help organisations verify and update information about their products and services as users increasingly rely on AI assistants to discover businesses and compare options. Eligible companies will also be able to create specialised business agents that answer questions about the organisation and its provideings. The launch moves ChatGPT further into consumer discovery, a role traditionally associated with search engines, maps and online directories. It also gives businesses a more direct way to influence how their information is presented in AI-assisted conversations.
Business Hub adds a managed identity layer for companies
Business profiles provide a structured place for companies to maintain information that may otherwise be scattered across websites, directories and third-party listings. A profile can help an organisation present current details about what it sells, the services it provides and the context users need before contacting it. The beta is not the same as a guarantee that every ChatGPT answer will show a business or reproduce its profile exactly. The system still has to decide when information is relevant to a user’s question. But a verified profile can give the platform a more authoritative source than an unstructured collection of public pages, particularly when business information changes frequently.
The specialised agent capability is another important part of the announcement. Rather than relying only on a general assistant to answer questions about a company, a business may be able to provide a dedicated agent that explains products, responds to customer queries and guides users toward relevant information. This could support discovery and customer service, especially for organisations with large catalogues or complex services. The quality of the experience will depend on how the agent is configured, what information it can access and how it handles questions that fall outside its scope. A business agent should not invent product availability, make unsupported claims or imply that a transaction has been completed when it has not.
OpenAI is also adding business insights that resemble parts of the analytics provideed by search and advertising platforms. The reported metrics include profile views, business mentions and website clicks, giving organisations a way to understand how often users encounter them through ChatGPT. Those measurements could become useful for marketing teams trying to determine whether AI search is sending qualified visitors to their sites. However, a mention is not necessarily a recommendation, and a click does not automatically translate into a sale. Businesses will need to understand how the metrics are defined, whether they include repeat activity and how they compare with existing analytics tools.
Specialised agents and analytics extend the profile beyond a listing
The move creates a new commercial relationship between AI platforms and the companies whose information appears in answers. Search engines have long allowed businesses to manage listings, verify locations and measure visits. ChatGPT’s conversational interface changes the path from discovery to decision because users may ask follow-up questions, request comparisons and seek recommendations without opening several websites. A business profile could make that process more structured, but it also raises questions about fairness and visibility. Companies will want to know how the platform ranks or selects profiles, while users will need confidence that answers are not quietly shaped by paid placement or undisclosed commercial influence.
Business Hub is still in beta, and the announcement does not establish the full eligibility rules, verification process or long-term availability of every feature. Companies considering participation should treat the profile as another information channel that needs careful maintenance. Product descriptions, service areas, policies and contact details should remain consistent with the organisation’s official website. Agents should be tested against common questions and edge cases, with clear escalation routes for requests that require a human employee. For users, the main test will be whether the profiles make discovery more accurate and useful without turning ChatGPT into an opaque directory where commercial relationships are difficult to distinguish.