OpenAI on November 10, 2026 launched Businesses in ChatGPT in beta, a new section where companies can claim their profile, correct the details ChatGPT shows about them and see how often people engage with them. In the United States, eligible online businesses can also launch a Business Agent that answers customer questions inside ChatGPT. OpenAI says 1.2 billion people use ChatGPT every week, a figure the company reports itself.
Here is what was announced, what is still unclear, and what it could mean for businesses and marketers in India.
The launch has three connected pieces, built around a new tool called Business Hub, which sits in the ChatGPT sidebar.
Claimable profiles. A business can claim its listing, verify it and update details such as its website, description, logo and delivery and return policies. Eligible businesses can also upload product feeds with pricing and availability. OpenAI says this gives ChatGPT more accurate, up-to-date information to use when people explore products and services.
Insights. Business Hub shows aggregated counts of how often ChatGPT mentions a business and how many people click through to its website. Some coverage also describes profile views or “discovery topics”, which are common themes in conversations where a site is cited, but outlets differ on those labels, so treat them as unconfirmed.
Business Agents. An eligible business can build an agent that talks to shoppers inside ChatGPT. OpenAI says the conversation is clearly labelled and kept separate from the user’s original chat and from ChatGPT’s own answers. Businesses can also sponsor the agent and use it as the destination for ChatGPT Ads.
OpenAI’s rule is that any eligible business located where ChatGPT is available can claim through Business Hub. Existing OpenAI Enterprise customers and advertisers can work with their OpenAI representative instead. Shopify merchants can connect their store from Business Hub or from the Shopify admin, and eligible Shopify products are already in ChatGPT through Shopify Catalog.
At launch, only businesses with a website can claim, and eligibility depends on factors such as industry, location and OpenAI’s verification checks. One outlet reported that verification can run through a call or text to the main business number, or through DNS, but we found that detail in a single source, so confirm it inside Business Hub.
OpenAI says the insights are aggregated and appear only when there are enough interactions to meet privacy thresholds, so smaller businesses may see little at first. The company says it doesn’t share users’ conversations with businesses.
Launch coverage adds some definitions that matter if you plan to report these numbers. According to reporting that quoted an OpenAI spokesperson, a mention generally requires ChatGPT to show the business’s location or reference its website, so being named in an answer doesn’t automatically count. A click is a recorded click on a link from a ChatGPT surface, not a confirmed visit or purchase.
That means the Business Hub figures shouldn’t be expected to match your own analytics. A gap between a click count and the referral sessions in Google Analytics 4 is normal, not necessarily a tracking error.
Not directly, according to OpenAI. A company executive told Digiday that claiming a profile shouldn’t change how often a business appears, because ChatGPT needs to stay objective, though clearer information could help it surface the business in more relevant conversations. That’s a narrower promise than better rankings, and it’s the one to plan around.
Several practical questions are open.
This section is analysis, not reporting.
India is a market where ChatGPT is available, so Indian businesses with a website can at least try to claim a profile, though OpenAI hasn’t confirmed eligibility for every country, and attempting the claim is the only reliable check. Business Agents, by contrast, are limited to eligible US businesses for now, so an Indian company can’t launch one today, and the sponsored-agent route to ChatGPT Ads depends on having an agent.
A few practical steps follow from what’s been announced. Decide who controls the website and business phone number, since verification may depend on them. Make sure the details you’d give ChatGPT, such as pricing, availability and return policies, match your website and your Google Business Profile, because stale information creates problems. Set expectations early, because mentions and clicks aren’t visits, and claiming alone isn’t a ranking lever.
For brands already watching OpenAI’s advertising push, our report on the new ChatGPT visual ad format covers the measurement partners OpenAI added last month, which fits with this launch.
Businesses in ChatGPT is an early step, and OpenAI says so itself. It gives companies a way to correct what ChatGPT knows about them and a first-party count of mentions and clicks, while the agent and advertising pieces are still US-focused. For most Indian businesses, the sensible move is to test the claim process, tidy up business information everywhere it appears, and wait for OpenAI to publish rollout dates before building plans on agents or sponsored placements.
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