ChatGPT Shopping in March 2026: What Actually Works After OpenAI Killed Native Checkout

To appear in ChatGPT product results, retailers need three things: a product feed indexed by ChatGPT's shopping infrastructure (via Shopify integration or direct submission), structured product data with complete attributes (price, availability, images, descriptions), and a website that ChatGPT's browsing capability can extract accurate product information from. As of March 2026, ChatGPT has over 900 million weekly active users making product queries, but OpenAI removed native checkout in early March, shifting to an affiliate-link discovery model.

The opportunity grew even as the checkout model changed. Forrester confirmed only about 30 Shopify merchants ever had native checkout live. The current system works through ChatGPT browsing merchant websites and returning product cards with affiliate links to the retailer's own checkout. Getting your products into this flow is now the core challenge.