A direct feed is one path for eligible merchants to supply product data for shopping experiences. It is not a universal requirement for every brand mention or cited web page in ChatGPT. Shopify merchant catalog integrations and other discovery routes may already apply. Check the current merchant route, then decide whether a feed project is warranted.
Separate three experiences
An assistant can mention a brand in prose, cite a website as a source, or display a shopping result. Those are different surfaces with different inputs. A product feed can supply structured product information for a supported commerce integration; it does not guarantee a recommendation, a citation, or a particular rank.
Check the integration route
OpenAI documents merchant product data and a direct feed process. Its shopping help also explains that Shopify merchants are integrated through the Shopify Catalog and that other merchants can apply for a direct feed. Requirements and participation can change, so check the current official documentation before planning a build.
- Confirm whether the merchant is already represented through an integration.
- Audit product IDs, titles, descriptions, images, landing URLs, price, and availability.
- Document how often price and stock change and who owns updates.
Prepare the pages as well as the data
A feed may make structured facts available to a shopping system, while the linked product page still has to help a person assess the product. Resolve conflicting attributes, vague titles, missing variants, and thin descriptions. Keep the commerce integration, on-site content, and measurement work connected without treating one as a substitute for another.
How we would scope this
We begin with an inventory and route check, then define a feed readiness checklist and a product-page improvement plan. Any feed implementation requires the merchant’s own permissions and current platform eligibility. Our deliverable can include a validated data specification and operating process; acceptance and placement remain with the platform.
Official references
Platform features and requirements can change. Check the current documentation when planning implementation.