OpenAI announced Businesses in ChatGPT on 10 November 2026, a beta with two parts. Business Hub lets an eligible business claim its ChatGPT profile, update its details, add product feeds and see aggregated counts of mentions and website clicks. Business Agents, open to eligible US e-commerce and online service businesses, answer customer questions inside ChatGPT.
What happened
OpenAI published the announcement on Tuesday 10 November 2026. The programme is a beta, and OpenAI says it plans to extend it to more markets and business categories without giving dates.
| Part | What it does | Who can use it now |
|---|---|---|
| Business Hub | Claim and verify a business profile, update business information, add product feeds with pricing and availability, and see aggregated insights: the number of mentions in ChatGPT, website clicks and the common topics in conversations where its website appears | Any eligible business in a market where ChatGPT is available; eligibility depends on industry, location and OpenAI's verification and integrity checks |
| Business Agents | Build, test and launch an agent that answers questions about the business's products and services, using information and instructions the business supplies. It opens from the business's profile as a separate, labelled conversation | Eligible e-commerce and online service businesses in the United States |
| Sponsored agents | A business can sponsor its agent and use it as the destination for ChatGPT Ads. Sponsored placements are labelled and kept separate from ChatGPT's own responses | The same US businesses |
OpenAI Enterprise customers and advertisers can set this up through their OpenAI representative. Shopify merchants can connect their store from Business Hub or from the Shopify admin, because eligible Shopify products are already in ChatGPT through Shopify's catalogue.
Privacy. OpenAI states that it does not share users' conversations or Business Agent chats with businesses, and that insights are aggregated and shown only once there are enough conversations or interactions to meet certain thresholds. The thresholds are not published.
What the announcement does not say. No fee is stated for claiming a profile or publishing an agent, and no sponsorship price is given beyond OpenAI's existing ad formats. OpenAI does not say that claiming a profile changes how often a business is mentioned or ranked. PPC Land reports that at least one business outside the US was waitlisted on launch day, and that early users describe phone or DNS verification, a review stage and government ID checks before they could edit details or publish an agent. Those are user observations, not OpenAI's statements.
What it means for businesses
These points are our reading of the announcement, not statements by OpenAI.
It is the first first-party count of ChatGPT visibility. The counts have two limits: OpenAI's help note says a click does not confirm a website visit or a conversion, and the counts stay hidden below the thresholds. Read them as a trend.
Your business facts become an input. The profile, product feed and agent instructions are data that ChatGPT may use when answering customers. Wrong hours, prices or stock in those sources will reach customers in ChatGPT's voice, so business facts need one owner and a routine for updates.
A customer-facing agent needs a source of truth. An agent that answers from a pasted text block goes stale. The useful version reads live product, price, stock and policy data from the systems that own them, which is an integration question before it is an AI question.
It is a channel decision, not a ranking lever. The free profile, the agent and the sponsored placement sit together. A business that does not want to depend on one platform should also keep its own assistant on its website and messaging channels, answering from the same data.
What to do next
- Check eligibility and claim the profile. If your business is in a market where ChatGPT is available, have an authorised person claim it and expect the verification steps described above. Businesses outside the US may be waitlisted.
- Fix the facts before the feed. Confirm the business name, locations, hours, product data with pricing and availability, and the return, delivery and warranty policies, and name one owner for keeping them updated.
- Write the agent's rules before building it. Decide what it may answer, what it must hand to a person, and how it says it does not know. The guide on how to evaluate an AI pilot gives a way to test answers on a known-answer question set before going live.
- Decide where the answers come from. Connect the agent to live product, order and policy data rather than pasted text. The knowledge base AI search page explains how answers are grounded in documents and system data with a source for each answer.
- Measure for 28 days before paying. Compare the mention and click counts with ChatGPT referral sessions in your analytics, and read the topics list for questions your website does not answer. Consider sponsorship only once the unpaid numbers show demand.
- Keep your own channel. Give the same question set to an assistant on your website and WhatsApp, so customers who never use ChatGPT get the same answers.
Timeline Digital, a custom software development company founded in 2013 in Islamabad, builds customer-facing assistants and AI agents as managed projects: answers grounded in your product, order and policy data, with hand-off rules, approval steps and an audit trail, on systems you own. Every project starts with a free pilot: Before you commit to the full project, we build 2 to 3 of your key modules as working software, free of charge, ready in about 2 days. Your team tests the pilot, and the full build starts only after you approve it.
Sources
- Introducing Businesses in ChatGPT, OpenAI, 10 November 2026
- OpenAI Gives Businesses New Tools to Reach ChatGPT Users, PYMNTS, 10 November 2026
- Businesses gain ChatGPT click and mention counts in OpenAI's Business Hub, PPC Land, 11 November 2026
- ChatGPT could soon let you talk directly to businesses: OpenAI introduces new AI agents, Business Today, 11 November 2026