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Businesses in ChatGPT

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Intro

Businesses in ChatGPT is a beta product OpenAI announced on 10 November 2026. In the official introduction, businesses can use Business Hub to claim their organization, keep details current, add self-service product feeds with pricing and availability, and see aggregated insights on how people engage with them in ChatGPT. Eligible U.S. ecommerce and online-service businesses can also build a Business Agent: when a business appears in a model response, a customer can open a clearly labeled conversation — separate from ChatGPT's independent answers — to explore offerings. OpenAI posted the announcement as @OpenAI. There is also a product page.

The post says ChatGPT is used by 1.2 billion people each week. Any eligible business in a region where ChatGPT is available can claim via Business Hub; existing OpenAI Enterprise customers and advertisers can work with their representative; Shopify merchants can connect from Business Hub or the Shopify admin. Insights include mention counts, website clicks, and discovery topics (common themes in conversations that cite the business). OpenAI says insights are aggregated, appear only above certain thresholds, and that user conversations and Business Agent chats are not shared with businesses.

Businesses can also sponsor their Business Agent and use it as a destination for ChatGPT Ads; sponsored placements are described as clearly labeled and separate from ChatGPT responses. The company frames today's launch as an early step toward bringing businesses more deeply into ChatGPT, and says it plans to expand Businesses in ChatGPT and Business Agents to more markets and categories.

Highlights:

Explain

Why it matters

As more people compare products and make decisions inside ChatGPT, how a business is represented — and whether it can answer from its own information — becomes a distribution surface. OpenAI is shipping a claimable profile, aggregated insights, and a conversational Business Agent limited to certain U.S. merchants, with fairly explicit guardrails: the agent chat is labeled and separate from ChatGPT's own answers, conversations are not shared with the business, and sponsored placements must be labeled.

Eligibility, category scope, and later geographic expansion are defined on official pages. This is a beta, not a generally available global ads or support platform.

Limits

The launch is in beta. Business Agents are currently for eligible U.S. ecommerce and online-service businesses only. Insights have privacy thresholds; businesses do not see users' raw conversations. Do not read this as ChatGPT itself becoming a company's support bot — the official description treats the Business Agent thread as a separate, labeled channel.

Usage

  1. Read the official introduction https://openai.com/index/introducing-businesses-chatgpt/ and the announcement https://x.com/OpenAI/status/2120216592395174382 ;
  2. Use the product page https://openai.com/business/businesses-in-chatgpt/ ; Shopify merchants can also connect from the Shopify admin ;
  3. Treat Business Hub (claiming and insights) and Business Agent (customer-facing chat) as two parts of the same product ;
  4. Before launching, check official eligibility by country and category, and read the related terms and Business Agent policy.

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