Shopify merchants in the United States can now build a ChatGPT Business Agent that answers shoppers’ questions on their behalf.

If you sell outside the US, you may still be able to claim your business profile... but you cannot launch an agent just yet.

OpenAI launched Businesses in ChatGPT in beta on 10 November 2026.

Eligible Shopify products were already showing up in ChatGPT through Shopify’s catalogue. This is the next step.

You can now manage your business information, see how shoppers find you and, where eligible, put your own agent into the conversation.

Before you get excited, a few things need saying plainly. I have gone through OpenAI’s announcement and the setup details, so here is what matters, what doesn’t, and what I would do first.

What a ChatGPT Business Agent Actually Does

When ChatGPT names your business in an answer, a shopper can open your profile.

If you have published an agent, they can start a separate chat with it.

They might ask how two of your products differ... or which one suits their budget.

The agent answers using the information and instructions you provide. This is something you would have previewed, tested and published yourself.

What it cannot do yet matters just as much.

The agent explains your products and policies and links to your website. It cannot take an order, make a booking or check an order’s status. The sale still happens on your site.

Two more details are worth knowing.

The chat is labelled as coming from your business, and it sits apart from the shopper’s original ChatGPT conversation.

OpenAI also says it does not share users’ conversations or agent chats with you. You get aggregated insights instead: mentions, website clicks and discovery topics, covering the past 28 days.

Also Read:
- Meta Andromeda: How To Win Facebook And Instagram Ads In The New AI Era
- ROAS Is A Vanity Metric: What DTC Brands Should Track Instead

Who Can Build a ChatGPT Business Agent Right Now

This is the part the headlines skip.

Claiming a profile is open to eligible businesses wherever ChatGPT is available.

Business Agents are limited to eligible ecommerce and online service businesses in the United States, and of course, you need a website.

If your business is based in the UK, Ireland or Nigeria, you may be able to claim your profile, subject to OpenAI’s eligibility and verification checks. The agent itself is limited to eligible US businesses for now. OpenAI says it plans to expand to more markets.

Three things to note...

The agent is free at launch.

Claiming does not move you up in ChatGPT’s recommendations. It is not an advert, and it does not give you control over ChatGPT’s independent answers. You supply information... ChatGPT still decides what to say.

OpenAI’s profile policy also says it does not verify every business-supplied detail. Whatever you submit, you remain responsible for.

How to Set Up Your ChatGPT Business Agent on Shopify

Shopify merchants get a shortcut, but it is not a one-click job.

Start From Shopify Admin or Business Hub

You can connect your store from the Shopify admin or from Business Hub.

Connecting Shopify counts as your website ownership check.

Complete Verification

Connecting speeds things up, but it does not remove every step.

Expect an identity check with Persona, so have your ID ready. Once verified, your profile gets a blue check.

Review What Shopify Shares

Your catalogue details are shared automatically, so read through them carefully.

If you connected Shopify, a draft agent may already be waiting for you.

Preview Before You Publish

Test the agent like a sceptical shopper.

Ask about returns, delivery times, sizing, ingredients, whatever your customers ask you every week.

If the answer is vague, your information is vague. Fix the source, not the agent... and do it BEFORE you publish.

What a ChatGPT Business Agent Means for Your Paid Media

Shoppers are already doing their research inside AI assistants before they ever click an ad.

An agent puts your brand into that research phase, with answers you control.

It is the same principle I covered in Meta Andromeda. AI systems reward good inputs. Clear product data and plain-English policies give the machine more to work with.

There is also a paid angle. Businesses can sponsor their Business Agent and use it as the destination for ChatGPT Ads.

I would treat that as a test, not a strategy.

OpenAI only began testing Sponsored Agents in September, and they are still rolling out to eligible advertisers.

For now, the Business Agent you create in Business Hub does not automatically sync with Ads Manager, so eligible advertisers must set up their sponsored agent separately.

So do not assume you can publish an agent today and start running ads to it tomorrow.

Paying also does not change how often ChatGPT recommends you.

In a September 2026 Clutch survey of 747 consumers, only 15% said they would click through to an advertiser’s website from an AI assistant ad. People use these tools to think through decisions, not to rush to checkout.

That also changes how you measure it.

Shopify’s own guidance suggests filtering your orders by the “chatgpt” referrer in Shopify Analytics to set a baseline. Some AI-assisted visits can still be filed as direct traffic, which is another reason ROAS alone can mislead you.

This agent is one more piece of the customer journey, and my PLANT Framework treats that journey as one connected system rather than a set of separate channels.

Should You Claim Your ChatGPT Business Agent Today?

My view: claim and verify your business today.

It is free at launch, though identity checks and approval can take time. With Black Friday around the corner, start now so your information is correct before shoppers come asking.

Build the agent only if you are eligible, and only after your product information and policies are clear enough to survive a stranger’s questions.

Do not expect a ranking boost. Do not expect it to replace your ads.

Expect a cleaner, more controlled presence in a place where a huge audience already asks for recommendations. OpenAI puts it at 1.2 billion weekly ChatGPT users.

If you want to get the paid media side of your store right while you sort this out, take a look at Paid Ads Profit Lab.

Have you claimed your business yet? Tell me how verification went in the comments.