ChatGPT Opens Business Claiming, Shopify One-Click AI Sales Integration

On November 10, 2026, OpenAI launched Businesses in ChatGPT, currently in beta. Merchants can claim their official profile pages within ChatGPT and can also publish an AI sales agent branded with their name to answer questions about products and after-sales policies, reaching a digital audience of 1.2 billion users weekly. When users navigate from general inquiries to brand profile pages, they are directed into conversations configured by the merchants, with clear indications that they are speaking with a merchant representative.

For example, a Shopify independent store in Shenzhen selling yoga pants, with around 200 SKUs, might receive a question from a New York customer at 11 PM in ChatGPT asking, “Can these pants be machine washed, and how do I return a promotional purchase?” Previously, the merchant would not receive this question, and AI would provide generic answers based on publicly available webpage information; now, the merchant’s agent can directly respond using the information provided by the merchant.

How to Access the Business Hub

The claiming entry is at chatgpt.com/business-hub. Log in with a work account, search for the store name, select it, and click Get Started. There are four verification methods: merchant phone number, business email, website domain, or Shopify account, with one to be chosen.

After claiming, there is an additional Persona identity verification step. Only after passing this can merchants obtain a blue V badge, edit their information, upload product feeds, view data, and create agents. Gaining account permissions and the ability to publish externally involves two steps, separated by an identity verification process.

Shortcuts and Barriers for Shopify Merchants

Shopify product profile pages have actually been present in ChatGPT for some time, relying on the Shopify Catalog. This update introduces two new features: merchants can now verify directly using their Shopify account during the claiming process; and when publishing agents, the system automatically generates drafts based on the Catalog, which merchants can edit and test before publishing.

To synchronize product data, simply install the official app at apps.shopify.com/chatgpt. It is listed as free on the Shopify App Store, with prices and inventory updating automatically. It’s important to clarify the barriers: currently, publishing agents is only available to U.S. e-commerce and online service merchants with websites. The barrier for claiming profile pages is lower; applications can be made in any market where ChatGPT operates and supports verification. It is unclear from the documentation whether cross-border merchants in China can publish agents for their stores, as it only mentions the U.S. and does not specify an opening time.

Regarding pricing, the publishing period is free. In a report by Digiday, OpenAI’s Vice President Benji Shomair, responsible for monetization, hinted that there may be charges in the future. The duration of the free period is not specified.

Testing Before Agent Launch

The information used by agents to answer questions is provided by the merchants: product information, return policies, frequently asked questions, and instructions must comply with OpenAI’s Business Agent Policy. The official testing method is straightforward: preview with a commonly asked customer question, such as “Can I return an item I bought on sale?” If the answer is incorrect, update the information or instructions and retest until confirmed before clicking publish.

The guidelines only mention that one profile page can host one agent; this detail is not clearly specified by the officials.

The Backend Only Provides Aggregated Data, No Original Dialogue

The Business Hub data is aggregated over 28 days: website clicks, mentions, and frequently asked topics. There are two common pitfalls. First, the criteria for mentions differ; online stores must have referenced your website in their answers for it to count, while local stores only need to show the location in the results, so do not compare these two types of data together. Second, there is a minimum display threshold for data; if below this threshold, it shows as empty, and an empty display does not mean zero activity. Both criteria are outlined in the help documentation, and first-time configurators often fall into this trap.

OpenAI has explicitly stated that it does not share user dialogue content with merchants. First-time users of the backend may mistakenly interpret empty displays as malfunctions, when in fact, it simply hasn’t reached the threshold yet. The most critical metric for merchants to monitor is website clicks, as this indicates the actual actions users take after reading the answers; whether those clicks convert into orders depends on the analysis of their own store.

Three Things to Do This Week

For those targeting the U.S. market, complete the process this week: claim the profile page, install the app to synchronize products, and organize return and shipping policies into documents that agents can reference.

For those not targeting the U.S. market, claiming can be done first, while waiting for agent access to open. The brand information on the profile page is directly visible to users, so first verify the address, category, and official website link; this is lower cost and more urgent.

The official statement is: claiming a profile page does not guarantee better rankings or more sales; ChatGPT will continue to recommend independently. This can also be read in reverse—incorrect information on the profile page is directly visible to users. First, ensure that the parts you can control are correct before discussing traffic.

Sources: Introducing businesses in ChatGPT (OpenAI Official Announcement), Setting up your business on ChatGPT (Official Setup Guide), VentureBeat Report