ChatGPT Shopping

How does ChatGPT Shopping work?

ChatGPT Shopping works in three steps: ChatGPT reads shopping intent in the question, picks products from merchant feeds and crawled product pages, and shows them as a carousel of product cards. OpenAI’s help page gives “Help me find costumes for my dog” as the sort of prompt that produces product options with imagery, details and links to buy. The card is the unit of the whole experience. A shopper never sees your feed or your ranking, only a short carousel, so the practical questions are whether your product is in it, in what position, and at what price it was shown.

Which products make the carousel depends on relevance to the question and the shopper's context, and the same prompt does not reliably return the same cards. That instability is the same reason single checks mean little anywhere in AI search: what can be measured honestly is a rate over repeated checks, not a rank.

Are the results ads, and where does the data come from?

OpenAI’s stated rule is that “product results are chosen independently and are not ads”. The product data behind the cards comes increasingly from merchants themselves: OpenAI invites merchants to share product feeds, and named launch retailers include Target, Sephora and Nordstrom. That shifts the work of being recommendable from prose to structured data, because a card can only show the attributes the feed carried.

For anyone measuring the surface, the same fact sets the method: what can be observed is the rendered carousel, as a shopper sees it, so honest tracking reads the cards out of real answers and matches them against a catalogue via a product feed's identifiers. A card that names no seller is still a card someone else won, which is why a merchant view built only from cards that matched your own products would flatter you.

Can shoppers buy inside ChatGPT?

Mostly not, and OpenAI’s own two pages disagree about how much. The merchant page behind ChatGPT Shopping says OpenAI is “moving away from a standalone Instant Checkout experience in ChatGPT and prioritizing better shopping discovery and merchant-owned checkout experiences”, while the shopper help page still describes an Instant Checkout option on some eligible products and merchants. Read together, buying inside the chat is a narrowing exception rather than the direction ChatGPT Shopping is taking.

Where Instant Checkout does run, it runs on the Agentic Commerce Protocol, the open standard OpenAI co-developed with Stripe, under which the merchant stays the seller of record and the shopper confirms the purchase. OpenAI announced it in September 2025 with US Etsy sellers and a million Shopify merchants to follow. CNBC reported the retreat in March 2026, describing a revamped shopping experience after Instant Checkout failed to take off.

So the working assumption for a merchant is that ChatGPT Shopping is where a product is discovered and the merchant’s own site is where it is bought. That does not lower the stakes on the carousel: it is where the shopper decides, and a card is assembled from structured product data rather than from a landing page, so a product missing from it usually has a product feed problem. What OpenAI requires of that merchant feed, field by field, is set out in the ChatGPT product feed guide.

Is your product in the carousel?

Related terms

• AI shopping visibilityAI shopping visibility is the measure of whether a company's products appear in the product carousels AI assistants show shoppers, on surfaces such as ChatGPT Shopping and Google AI Mode.
• Agentic commerceAgentic commerce is shopping where an AI agent completes steps a person used to do, from comparing products to placing the order, with the shopper confirming the purchase.
• Product feedA product feed is the structured file or API stream of a shop's products: titles, identifiers, prices, availability and attributes, kept current as stock changes.
• Google AI ModeGoogle AI Mode is a conversational search surface where a written answer replaces the ranked results page rather than sitting above it.