Businesses in ChatGPT: OpenAI Adds Business Agents and Brand Profiles

OpenAI has launched Businesses in ChatGPT, a beta that lets companies manage how they appear inside the chatbot and put their own AI agents in front of shoppers. Announced on Tuesday, November 10, 2026, it combines a Business Hub for verified profiles and product data, aggregated insights on mentions and clicks, and Business Agents that answer customer questions. It is OpenAI’s clearest move yet to turn ChatGPT’s huge audience, which it puts at 1.2 billion people a week, into a channel businesses manage directly.

What did OpenAI launch?

Businesses in ChatGPT has three main parts.

• Business Hub. Eligible businesses can claim their organisation, verify it and then update key details. Retailers can add product feeds with prices and availability. Shopify merchants can connect their store from the Shopify admin or the hub, and PYMNTS reports that eligible Shopify products already appear in ChatGPT through Shopify Catalog.
• Engagement insights. Businesses can see aggregated data on how often ChatGPT mentions them, how many clicks reach their website and the “discovery topics” in which their site is cited.
• Business Agents. Once a profile is claimed, eligible businesses can build, test and publish an agent that answers questions about their products and services. A user who sees a business in a ChatGPT answer can open its profile and start a separate, labelled conversation with that agent.

Claimed profiles show a blue check. According to Unite.AI, OpenAI describes the check as a sign that a profile has been claimed, not proof that everything on it has been checked.

Who can use it?

Claiming a profile is open to eligible businesses with a website in markets where ChatGPT is available, including Europe, Trending Topics reports. Business Agents are narrower at launch: OpenAI is limiting them to eligible ecommerce and online service businesses in the United States, and says verification alone does not guarantee a business will qualify. OpenAI plans to add more markets and business categories but has not given a timeline.

Developer Flavio Copes, who went through the setup, says businesses can verify by business phone, business email, a DNS record on their domain or a Shopify connection, and must then pass identity checks through Persona before they can publish edits, view insights or create an agent. He found no fee for claiming a profile.

What can Business Agents do, and what are the limits?

The agents answer customer questions using information and instructions the business supplies. According to Copes, they cannot complete purchases, make bookings or look up orders at launch; those still happen on the business’s own website.

OpenAI’s policies set out rules for agent behaviour, as summarised by Unite.AI:

• Agents must say they are AI acting for the business.
• Purchases, bookings, form submissions or sharing a user’s information need the user’s explicit permission through an approved feature.
• Agents cannot use false urgency, keep pushing after a user says no, or ask for unnecessary sensitive personal data.
• They cannot give advice that legally requires a licensed professional, and OpenAI can suspend or remove agents.

On privacy, OpenAI says businesses never see users’ ChatGPT conversations or their chats with a Business Agent. Insights appear only after activity passes a minimum threshold.

How does this connect to ChatGPT ads?

Businesses can sponsor their agent and use it as the destination for ChatGPT ads, so a click opens a conversation with the brand’s agent rather than a web page. OpenAI says sponsored placements are labelled and kept separate from ChatGPT’s own answers. The feature builds on a Sponsored Agents test OpenAI announced on September 16, 2026, with selected US advertisers.

Trending Topics notes that OpenAI has been testing ads in the US since February and reported more than 100,000 advertisers across 89 countries in October. OpenAI Enterprise customers and existing advertisers can also work with an OpenAI representative on the new tools.

Why it matters

For businesses, ChatGPT is becoming a storefront that needs managing, much like a Google Business Profile. Being able to correct details, feed in live prices and see mention counts gives brands some control over how an AI assistant describes them. OpenAI is careful to add that “Claiming does not guarantee higher placement or sales,” as Copes quotes its product page.

The launch is a direct challenge to the young generative engine optimisation (GEO) industry. Startups such as OtterlyAI, Peec AI and Profound sell reports on how brands show up in AI answers, largely based on simulated prompts. OpenAI has real usage data. Trending Topics points out that the hub covers only ChatGPT, not Gemini, Claude, Perplexity or Google’s AI Overviews, and does not show the exact prompts behind mentions, so multi-platform tools still have a role.

It also deepens the race to make AI agents the front door for shopping. Shopify said in its latest results that orders from AI searches grew 3.3 times, and Amazon recently gave sellers new tools for AI-driven shopping. Critics quoted by Trending Topics worry that mixing visibility data with paid agent conversations will blur the line between independent recommendations and advertising.

What happens next?

Businesses in ChatGPT is a beta, so features and eligibility are likely to change. The main things to watch are when Business Agents open outside the US, whether agents gain the ability to complete purchases or bookings, and how clearly OpenAI keeps sponsored agents apart from ChatGPT’s own recommendations as its ad business grows.