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| AI-generated illustration of a chat window on a laptop and phone showing verified business profile cards with checkmarks, storefront icons and a shopping bag. |
On 10 November 2026, OpenAI turned ChatGPT into a place where businesses can show up, be verified, and talk to customers directly. The company launched Businesses in ChatGPT in beta, a programme built around two pieces: Business Hub, where a company claims its business profile inside the chatbot, and Business Agents, verified AI assistants that answer shoppers' questions without them ever leaving the conversation. The audience OpenAI cites is the 1.2 billion people who use ChatGPT each week, which makes this the largest new shop window on the internet the moment it opens. The pitch is simple. A business claims its profile, keeps its information accurate, and sees how often ChatGPT mentions it and how many people click through to its website. A shopper who sees a business mentioned in an answer can open a chat with that business's own agent and ask about what it sells. The catches are real and worth stating up front. Business Agents are available first only to eligible ecommerce and online service businesses in the United States, OpenAI will not say exactly how verification works, and claiming a profile does not guarantee higher placement in ChatGPT's answers or more sales. This article explains what launched, how each piece works, and what it means whether you run a business or simply shop with ChatGPT.
Business Hub is the management layer of the programme, and it works much like the business listings Google and other search engines have offered for years — a comparison TechCrunch made on launch day. A company goes to Business Hub, claims its business, and, once verified, can update key details such as its website, description, logo, and delivery and return policies, and add product feeds with pricing and availability. The hub also shows aggregated insights over the past 28 days, including how often the business is mentioned in ChatGPT responses, profile views, website clicks, and the top discovery topics where it appears. Existing OpenAI Enterprise customers and advertisers can claim through their OpenAI representative, and Shopify merchants can connect their stores directly through Business Hub or the Shopify admin. Claiming is open to eligible businesses wherever ChatGPT is available, as long as the business has a website and can pass verification, though local stores and restaurants can currently claim only existing listings in the United States. Both Business Hub and Business Agents are free during the beta, and OpenAI's vice president of monetization, Benji Shomair, did not rule out a paid model later. Businesses can also sponsor their Business Agent and use it as the destination for ChatGPT ads, with sponsored placements labelled, according to Reuters. The programme is, in OpenAI's own words, an early step rather than a finished product, and the company describes the launch as starting with the foundations: accurate business information, useful insights, and conversations that help people make informed decisions.
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Business Agents: a brand's AI inside ChatGPT
Business Agents are the more interesting half of the launch, because they change what a ChatGPT answer can become. When a business that has built an agent shows up in a ChatGPT response, a user can open a chat with that agent to ask about what the company sells and follow up with questions, such as how two products differ or whether a retailer accepts returns on sale items. The business writes the agent's instructions and feeds it context so it knows how to respond, which means the agent speaks for the brand rather than for OpenAI. Those chats are clearly labelled and kept separate from the main ChatGPT conversation, so a user can tell where ChatGPT's own answer ends and a brand's sales voice begins. The agents must disclose that they are AI, maintain accurate pricing, and avoid pressure tactics, according to the rules OpenAI has set for them. At launch the agents are available only to eligible ecommerce and online service businesses in the United States with a website, and the initial version is geared more towards small and midsize businesses. Purchases still require visiting the brand's website for now, though OpenAI is building agent payment capabilities with Visa. The design answers the most obvious worry — that a brand's agent might quietly steer a comparison — by labelling the conversation and separating it from ChatGPT's own recommendations. Whether users trust that separation in practice, and whether businesses find the agents worth running, is the open question the beta exists to answer.
The verification question
The whole programme depends on one word, verified, and OpenAI is notably quiet about what it actually means. Companies claim their business through Business Hub and complete verification, with the verification firm Persona involved in the step, but OpenAI did not say how verification works. Shomair told reporters there are multiple verification methods that the company uses for different types of business in different markets, and TechCrunch noted that the company did not share the specifics. The vagueness matters because the point of claiming a profile is to prove that the agent actually speaks for the business. If verification is weak, a scammer could claim a real business and run an agent in its name; if it is slow or expensive, small businesses will not bother. OpenAI's own documents add two further cautions that cut against the obvious assumption behind claiming. First, claiming does not guarantee higher placement or sales: ChatGPT continues to make independent recommendations and comparisons, and the verified badge is about accuracy and trust, not ranking. Second, OpenAI may display a listing whether a business claims it or not, so claiming is about control of your facts rather than about appearing at all. The terms for the programme carry a last-updated date of 9 November 2026, one day before launch, which suggests the rules were still being written as the product shipped. None of this makes the programme untrustworthy, but it does mean businesses should treat verification as a process to watch rather than a guarantee to rely on, and shoppers should remember that a verified badge proves a business claimed its profile, not that its agent's answers are correct.
Why OpenAI wants this, and why it might work this time
This is OpenAI's second attempt at making money from shopping inside ChatGPT, and the new design is shaped by why the first one failed. The first version was commission-based purchasing, with a checkout cart inside ChatGPT itself; OpenAI retired it in March after it failed to gain traction, because shoppers did not want to complete purchases inside a chatbot. The new approach is smaller and more modest. Instead of trying to take the transaction, OpenAI is trying to keep the information accurate, answer questions about products, and leave the actual purchase on the brand's own website. That matches how people actually shop with AI — they ask questions and compare, then buy from a store they trust. The commercial logic is straightforward. With 1.2 billion weekly users asking ChatGPT about products, Business Hub turns that attention into a measurable product that can be monetised through ads and eventually through a charge for the service. The timing also helps. Retailers have been wary of outside shopping agents making purchases on behalf of customers — eBay has been blocking third-party AI shopping agents, and Uber, DoorDash and Airbnb have all reported seeing little use of agent-based ordering. Business Agents sidestep that wariness because they are run and configured by the business itself rather than by an outside agent buying on a customer's behalf. The launch also came on the same day OpenAI acquired Odessia, an AI travel booking startup founded in 2026 by Francis Davidson, the co-founder of Sonder, for undisclosed terms; Davidson is joining OpenAI to work on the future of travel. The acquisition hints at the direction of travel: a chatbot that can answer questions about businesses and, eventually, help book what they sell.
What it means for shoppers
For shoppers, the change will arrive gradually and mostly invisibly. The first visible difference will not be an ad but a profile card — a verified business card in a ChatGPT answer, with a name, logo and description the business itself keeps up to date. The visible difference that matters is the agent. If a business you are reading about has built one, you can ask its agent directly about a return policy, a comparison between two models, or whether an item is in stock, in a conversation that is labelled as belonging to the brand and kept separate from ChatGPT's own answer. That is convenient, and it is also a risk, because the agent's job is to sell as well as inform. OpenAI's safeguards — the label, the separation, the requirement to disclose that it is AI and to keep pricing accurate — are the right shape, but they only work if users notice them. The practical safeguard is the shopper's own habit: treat the agent like a shop assistant, not a reviewer, and check anything that matters on the brand's own website. OpenAI says claiming a profile does not change a business's visibility or guarantee higher placement in ChatGPT's answers, which means a verified card should not be read as a recommendation. Whether that holds as sponsored agent placements begin to appear as destinations for ChatGPT ads is something users and regulators will be watching, and it is the question that will decide whether Businesses in ChatGPT becomes a trusted way to find a shop, or simply a new place to pay for attention.
Checklist: if you run a business, and if you shop with ChatGPT
- Claim your profile in Business Hub now while it is free, and make sure the website, description, logo, and delivery and return policies are accurate.
- If you sell online in the United States, consider building a Business Agent, and write its instructions carefully so it answers the way your brand would.
- If you are a Shopify merchant, connect your store through Business Hub or the Shopify admin rather than starting from scratch.
- If you run a local shop or restaurant outside the United States, check whether you can claim an existing listing, and remember full Business Agent publishing is US-only for now.
- If you are an Enterprise customer or advertiser, claim through your OpenAI representative.
- If you shop with ChatGPT, look for the label: an agent conversation is separate, and the agent represents the brand, not OpenAI.
- If an agent quotes you a price, verify it on the brand's website before you buy.
- If you are waiting for proof, watch the 28-day insights in Business Hub and whether sponsored placements start appearing.
Bottom line
This is a modest launch with a large audience. OpenAI is offering businesses a free beta in which they can claim a verified profile, keep their facts accurate, and talk to shoppers through an AI agent, all in front of the 1.2 billion people who use ChatGPT each week. The strengths of the launch are its restraint: it does not try to replace the store, it leaves purchases on the brand's own website, and it labels the agent conversation so shoppers know who they are talking to. The weaknesses are unresolved, and they are the two things that will decide whether the programme matters. The first is verification, which OpenAI will not explain. The second is whether claiming is worth it when it guarantees neither higher placement nor more sales. The comparison with Google My Business is tempting, and one analysis of OpenAI's own documents supports the part about claiming early while it is free, though not the claim that the benefit will last a decade. For a business, the sensible move is to claim the profile now and judge the programme on the insights it returns. For a shopper, the sensible move is to use the agent for facts, treat its recommendations the way you would a shop assistant's, and check the price on the brand's website before you buy.
Reference sources
- The Verge, "ChatGPT is getting verified AI 'Business Agents'", 10 November 2026
- MLQ, "OpenAI lets businesses claim ChatGPT profiles and run verified AI agents as it buys travel startup Odessia", 10 November 2026
- Parvi, "It's official: ChatGPT Business Hub is here", 10 November 2026
- Schmitdy, "Claim Your Business in ChatGPT: Business Hub Guide (2026)", 10 November 2026
- Answer Engineered, "The Google My Business moment, checked against OpenAI's own documents", 11 November 2026
- The Outpost, "OpenAI Transforms ChatGPT Into Business Discovery Platform", 10 November 2026
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