Most operators treat ChatGPT as something that happens to their customers. The model forms opinions about their business, customers ask questions, the model answers: and the operator never sees any of it. That arrangement just shifted. On November 10, 2026, OpenAI launched "Businesses in ChatGPT" in beta, introducing a Business Hub where any eligible business can claim its profile inside ChatGPT, correct the information the assistant shows about it, add product feeds with current pricing and availability, and see aggregated mention counts and click data. Business Agents: branded AI assistants customers can chat with directly: are also available, initially to eligible e-commerce and online-service businesses in the United States.
Here is the operating problem this creates for anyone who ignores it. ChatGPT already has a version of your business in its model. If you have never shaped that representation, it was assembled from whatever public data existed at training time: your old website, reviews written months ago, a Yelp listing you last touched in 2024. Business Hub is the first tool that lets a service business push current, authoritative information into the platform rather than hoping the model's understanding is close enough.
The first move is straightforward and free: claim your profile. Go to chatgpt.com/business-hub, verify ownership, and audit what the platform currently says about your business. Do this in a fresh incognito window before you claim anything, so you see exactly what a first-time customer sees when they ask ChatGPT to recommend your category in your market. Write down the gaps. Wrong hours, stale pricing, missing services, a competitors mention where yours should be: these are now fixable problems, not background noise.
The second move is to treat the mention and click data as a lightweight signal layer. Business Hub shows aggregated counts of how often ChatGPT mentions your business and how often those mentions lead to website clicks. This is not Google Search Console. It is not complete. But it is the first real window into how the AI answer layer is routing: or not routing: customers in your direction. If your mention count is high and clicks are low, the model knows you exist but is not recommending you clearly. If both numbers are low, the platform does not have enough reliable information about you to surface you confidently.
A third move matters for operators who run appointment-based or inquiry-driven businesses: check whether your product feed is doing any work. Business Hub lets you add pricing and availability information directly. For a service business, this means your current service menu, your pricing tier, your booking window. A customer asking ChatGPT whether you have an opening next Tuesday now has a path to an accurate answer. Without a feed, the model is guessing.
One thing worth naming clearly: Business Agents, the branded chat assistants US-based e-commerce and online-service businesses can now build inside ChatGPT, are a separate decision from claiming a profile. The profile is a maintenance task with low downside: you should do it this week. Business Agents involve building something that talks to customers on your behalf, which requires a policy review, brand-voice guidelines, and a human approval loop before anything touches an inquiry. Do not rush that part. Claim the profile first, audit the data, then decide whether a Business Agent belongs in your stack.
The underlying shift is real regardless of which moves you make. ChatGPT is 1.2 billion users per week. Those users are already asking it questions about your category, your location, and your services. Whether they find you, find a competitor, or find nothing depends on whether the model has accurate, current information about you. Business Hub is OpenAI putting the correction tool in your hands. Using it is a system decision, not a marketing one.