6 min read
ChatGPT now has a front desk for businesses, and if you sell online in the United States, you should walk up to it this month. On November 10, OpenAI opened a beta called Businesses in ChatGPT. It lets a company claim its profile inside ChatGPT, feed in accurate product data, see how often it gets mentioned, and, for some sellers, launch a Business Agent that answers shoppers’ questions on its behalf. This review covers what the beta does, who can use it today, what it will and will not show you, and the exact order in which a one-person business should set it up.
What OpenAI Actually Launched
According to OpenAI’s announcement and PYMNTS’ report on the launch, the beta has two parts.
Business Hub: your profile and your numbers
- Claim and verify your profile. You prove you own the business, then correct the details ChatGPT shows about you.
- Product feeds. You can supply a product feed (a structured list of your items, with prices and stock levels) so ChatGPT stops guessing.
- Shopify shortcut. Shopify merchants can connect their store through Business Hub or from the Shopify admin. Eligible Shopify products are already flowing into ChatGPT through Shopify Catalog.
- Engagement data. You see aggregated numbers: how often ChatGPT mentions you, how many clicks reach your website, and the common conversation topics where your site appears.
Business Agents: a helper that speaks for you
After claiming a profile, eligible businesses can build, test and launch an agent (an AI assistant trained on your own business details) that answers questions about your products and services. When a ChatGPT answer mentions your business, a shopper can open your profile and start a separate conversation with your agent to compare items and ask follow-ups.
Who Can Use It Right Now
This is where most solo owners need to slow down. Business Hub is the broad part of the beta. Business Agents are limited, at first, to eCommerce and online service businesses in the United States. OpenAI says it plans to add more markets and business categories later. If you run a local, in-person service (a plumber, a salon, a mobile groomer), you can likely still claim a profile, but do not plan your holiday season around having an agent.
OpenAI has not published pricing for either part. Treat it as free during the beta and assume that could change.
What You Will See, and What You Will Not
The analytics are a genuine first. Until now, a small business had no direct way to know whether ChatGPT was recommending it. Our beginner’s guide to GEO (generative engine optimization, the practice of getting mentioned in AI answers) had to rely on manual spot checks. Business Hub replaces some of that guesswork with real counts.
But the limits matter:
- No individual conversations. You cannot read what any shopper asked, either in ChatGPT or in chats with your own agent.
- Thresholds apply. Engagement data only appears after activity passes a minimum level. A brand-new or very niche shop may see nothing for a while.
- Clicks are not sales. You will see visits, not revenue. Your store’s own analytics still close the loop.
That privacy design is good for shoppers, and it means you should not expect a customer-research goldmine. Expect a scoreboard.
The Real Value for a One-Person Shop
Strip away the launch buzz and Businesses in ChatGPT does three useful things for a solo seller.
- It fixes wrong answers at the source. If ChatGPT has been quoting an old price, a discontinued product or the wrong shipping cutoff, a verified profile and product feed are the cleanest correction you have had so far. That problem is exactly what our illustrative tea shop story walked through, and this tool shortens that fix.
- It gives you a baseline before the holiday rush. Even rough mention and click counts from November give you something to compare against in January.
- It offers a 24/7 product expert, if you qualify. For an online store with a lot of “will this fit” or “which one is better for” questions, a well-briefed agent can handle the pre-sale chatter you currently answer at 11 pm.
Where to Set the Brakes
An agent that speaks for your business is also an agent that can misspeak for it. A Canadian tribunal held Air Canada responsible when its website chatbot invented a refund policy, as CBC reported. The lesson transfers directly: whatever your Business Agent promises, customers will reasonably treat as your promise.
Before you launch one:
- Keep it to products, not policy exceptions. Let it describe items, sizes and materials. Route refunds, custom quotes and complaints to your email.
- Test it like a difficult customer. Ask about discounts you do not offer, shipping to countries you do not serve, and deadlines you cannot meet. Note every wrong answer and fix the underlying data.
- Write your policies in plain sentences. Agents read your pages literally. Our guide on getting your policies ready for AI agents covers the rewrite.
- Know how to switch it off. Find the pause control before you need it.
A 45-Minute Setup Order for Solo Sellers
- Ask ChatGPT about yourself first (10 minutes). Search your business name, your main product and “best [your product] for [your customer]”. Save what it says, right and wrong. This is your before picture.
- Claim and verify your profile (10 minutes). Correct your description, hours, location (if relevant) and links.
- Connect your catalog (10 minutes). On Shopify, use the store connection. Elsewhere, provide a product feed. Check that prices and stock match your live store.
- Clean the three pages agents read most (10 minutes). Shipping, returns and FAQ. Remove vague phrases like “usually” and “in most cases” unless you mean them.
- Decide on the agent (5 minutes). If you qualify, build it in test mode and run the difficult-customer script above before it goes live. If you do not qualify, set a reminder for January to check again.
How It Compares to Microsoft’s Move
OpenAI is not alone. In the same week, Microsoft added Brand Agents to its free Clarity analytics tool, letting eligible Shopify and WooCommerce merchants show products in Copilot, Bing and MSN when shoppers ask AI for recommendations, according to Microsoft’s Clarity update. The pattern is clear: every major AI assistant is building a business profile layer, much like Google Business Profile did for maps. The businesses that claim and clean their profiles early will set the facts these assistants repeat.
The Verdict
Claim your profile now; launch an agent only after testing. Business Hub costs nothing during the beta, takes under an hour and gives you data you could not get before. The Business Agent is promising for online stores and online services with repetitive pre-sale questions, but it is a new voice for your brand, so give it a narrow job and a tight script.
Have you checked what ChatGPT says about your business yet? Run the ten-minute “before picture” today, and compare it again after you claim your profile.
Related reading
- What Is GEO? A Beginner’s Guide to Getting Your Small Business Mentioned in ChatGPT and Google AI Answers
- How a Solo Tea Shop Stopped AI Shopping Assistants From Getting Its Products Wrong
- Your Customers’ AI Agents Are Already Reading Your Policies
- Google Will Let a Free AI Agent Text Your Customers. Fix Your Business Profile Before You Say Yes
