Query Fan-Out for Ecommerce: How AI Search Breaks Down a Shopping Prompt and What Your Category Pages Need
A shopper used to type “running shoes flat feet” and scroll. Now they ask an AI assistant for “the best running shoes for flat feet under $120”, and the assistant does not run one search. It runs several, reads the results and writes a single answer. If your category page answers only the head query, …


