Businesses in ChatGPT: What Brands Should Do Now
On November 10, 2026, OpenAI introduced Businesses in ChatGPT in beta, giving brands an official way to claim, correct and measure how they appear inside ChatGPT. OpenAI says the product connects businesses with the 1.2 billion people who use ChatGPT each week.
For marketers, this is the first time the platform has handed brands a control panel. Until now, what ChatGPT said about your company depended on whatever it could find on the open web. This article explains what launched, why it matters for AI search visibility, and what to do in the next 30 days.
What OpenAI actually launched
Businesses in ChatGPT has three parts, all run through a dashboard OpenAI calls Business Hub, per the official announcement.
1. Claim and control your profile. Once verified, a business can update key details and add self-service product feeds with pricing and availability. Any eligible business where ChatGPT is available can claim a profile. Shopify merchants can connect a store from Business Hub or the Shopify admin, and existing Enterprise customers and advertisers can work through their OpenAI representative.
2. See how you show up. Business Hub reports aggregated mentions and website clicks, plus "discovery topics": the themes in conversations where your website is cited. OpenAI says it does not share user conversations or Business Agent chats with businesses, and insights appear only above privacy thresholds.
3. Launch a Business Agent. After claiming a profile, eligible organizations can build, test and launch an agent that answers questions about their offerings. When a business appears in an answer, people can open its profile and start a labeled, separate conversation with the agent. Business Agents are available now to eligible US ecommerce and online service businesses.
Businesses can also sponsor their Business Agent and use it as the destination for ChatGPT Ads. OpenAI says sponsored placements are clearly labeled and separate from ChatGPT's responses.
Why this matters for AI search visibility
AI assistants have become a mainstream place where buyers research brands. Pew Research Center found that 49% of US adults now use AI chatbots such as ChatGPT, Gemini or Copilot, up from 33% in 2024 (survey fielded February 17-23, 2026). On the supply side, Search Engine Land's ChatGPT statistics guide puts ChatGPT at about 900 million weekly users in February 2026, and OpenAI now cites 1.2 billion.
Three shifts follow from this launch.
Your brand profile becomes a first-party data source. Search engines have long let brands supply structured data. Google, for example, tells site owners to keep Merchant Center and Business Profile information up to date so AI features can use accurate details. Business Hub is OpenAI's equivalent, and it lets you correct information directly instead of hoping the model finds it.
Citations are now measurable. Mentions, website clicks and discovery topics give teams a feed of how often and in what context ChatGPT cites them. Until now, most brands estimated this with third-party prompt tracking.
Paid and organic are converging in one interface. OpenAI began testing ads in ChatGPT on February 9, 2026, for logged-in adults on the Free and Go tiers. It says ads are clearly labeled, separate from answers and do not influence them. Business Agents give those ads a destination inside ChatGPT, so organic profiles and paid placements will share one surface.
One caution: Google's own guidance says there are no special optimizations required to appear in its AI Overviews or AI Mode beyond standard Search fundamentals. Claiming a ChatGPT profile does not replace a strong, crawlable, well-cited website. It adds a control layer on top of one.
What it means for your brand
The right first move depends on what you sell.
Brand type | First move | Why it matters |
|---|---|---|
E-commerce | Submit product feeds with accurate pricing and availability | Feeds give ChatGPT current product data, which should improve discoverability. Shopify merchants can connect from the Shopify admin or Business Hub. |
B2B and services | Claim the profile and write a precise brand description | A verified profile lets you correct outdated or negative claims at the source, which helps control sentiment about your company. |
All brands | Track mentions, clicks and discovery topics monthly | OpenAI's aggregated insights are a new attribution signal for AI-driven discovery. |
Note that Business Agents are limited to eligible US ecommerce and online service businesses for now, but claiming a profile is open to eligible businesses wherever ChatGPT is available, per OpenAI.
A 30-day action checklist
Week 1: Claim your business in Business Hub and complete verification.
Week 1: Audit what ChatGPT currently says about you with 10-20 buyer-style prompts, and screenshot the baseline.
Week 2: Rewrite your brand description to state what you do, who for, and your differentiators in plain language.
Week 2: Submit product feeds (e-commerce) or confirm service details (B2B), including pricing and availability.
Week 3: Make sure the pages ChatGPT cites are crawlable, current and consistent with your profile. Google's AI features guidance covers the fundamentals.
Week 4: Review mentions, clicks and discovery topics, then map gaps to new content.
Week 4: If you are an eligible US business, scope a Business Agent pilot and decide whether to sponsor it.
The bottom line
Businesses in ChatGPT turns brand visibility in AI answers from something you monitor into something you can manage. It is a beta, and Business Agents are US-only for now, but the brands that claim and maintain profiles early will have the cleanest data and the earliest read on what drives mentions.
