AI Shopping
Why ChatGPT Recommends Your Competitor Products
ChatGPT doesn't rank pages, it selects products from structured feeds. Strong Google rankings don't transfer. Four specific signals determine who appears in AI shopping carousels.
AI Shopping
ChatGPT doesn't rank pages, it selects products from structured feeds. Strong Google rankings don't transfer. Four specific signals determine who appears in AI shopping carousels.
AI Shopping
We analyzed 8,520 ChatGPT shopping queries. Only ~60% triggered a product carousel. Intent stages vary by 90 points. Here's what drives AI recommendations.