OpenAI launched Businesses in ChatGPT in beta on November 10, 2026, giving companies a formal way to manage how they appear inside ChatGPT. The release has two parts: Business Hub, where a company claims and maintains its profile, and Business Agents, conversational agents that answer customers on a brand’s behalf. Business Agents are limited for now to eligible ecommerce and online-service businesses in the US, and OpenAI says it plans to expand to more markets and business categories.
What changed
Until now, a brand had little direct control over what ChatGPT said about it. Business Hub changes that. An eligible business can claim its organization and, once verified, update key details and add self-service product feeds with pricing and availability. Claimed profiles carry a blue check, although Unite.AI notes that OpenAI does not verify every detail a business supplies, and claiming does not guarantee higher placement or more sales.
Business Hub also reports aggregated insights: how often ChatGPT mentions a business, how many users click through to its website, and common discovery topics. OpenAI says businesses do not receive users’ conversations or Business Agent chats, and insights appear only once enough interactions meet aggregation thresholds.
Business Agents go a step further. After claiming a profile, an eligible US business can build, test and launch an agent that answers questions using its own product information. Users reach it by opening the business’s profile in ChatGPT, and those chats are labeled and kept separate from ChatGPT’s own answers. Shopify merchants can connect a store through Shopify admin or Business Hub, but a Shopify store is not required.
OpenAI has set rules for these agents. They must disclose that they are AI, avoid false urgency and pressure tactics, and get explicit user authorization before purchases, bookings, form submissions or sharing personal information. For now, TNW reports, buyers are sent to the brand’s own website to check out.
There is also an advertising link. Businesses can sponsor a Business Agent and use it as the destination for ChatGPT Ads, with sponsored placements labeled. This builds on the Sponsored Agents test OpenAI began in September with select US advertisers. TNW, citing Digiday, reports that OpenAI says paying does not change how often ChatGPT recommends a business.
Why it matters for businesses in ChatGPT and beyond
ChatGPT is turning into a discovery channel with its own listings, analytics and ad product, much as search engines and maps did before it. OpenAI says roughly 1.2 billion people use ChatGPT each week. For small and mid-size businesses, that means the answer a customer gets about your prices, stock or services may come from a profile you either manage or ignore.
For US online stores and service companies, the opportunity is immediate: an agent that answers product questions with your own data, inside the place where many buyers already research. For businesses in the EU, the GCC and India, Business Agents are not yet available, but the direction is clear. OpenAI has said it intends to add markets, so the work of cleaning up product data and profile details can start now rather than after a launch announcement.
The mention and click data is also worth watching. Many brands have had no reliable view of how often AI assistants surface them. First-party numbers from OpenAI, even in aggregate, give marketing teams a baseline for AI visibility alongside search and social reporting.
There are limits. Verification details are thin, the blue check marks a claimed profile rather than a full validation, and checkout still happens off ChatGPT. Treat this as an early channel to test, not a replacement for your website or existing sales tools.
What to do now
- Check whether your business is eligible to claim a profile in Business Hub, and claim it before someone else defines how you appear.
- Audit the product data, prices and availability you would feed into ChatGPT. Inaccurate feeds will be repeated to customers at scale.
- If you are a US ecommerce or online-service business, pilot a Business Agent on a narrow set of products or questions and review its answers weekly.
- Write clear rules for tone, escalation and what the agent must never promise, in line with OpenAI’s policies. Our AI chatbot development team uses the same approach for on-site assistants.
- Add ChatGPT mentions and click-throughs to your monthly marketing report so you can track the channel over time.
- Make sure your own site can handle the traffic and checkout handoff, since buyers are sent there to complete purchases. See our ecommerce development services if your store needs work.