Research · The AEO Gap Report
Ecommerce: how AI-ready is it?
Ecommerce content is strong, yet 45% of top pages lack the schema that lets AI shopping assistants parse a product.
mean AEO score / 100 (56 top-ranking pages)
of 13 industries for AI-readiness
vs the 83.6 cross-industry average
Store content scores well on depth and titles, but nearly half of top pages have no proper schema and over a third don't use question-shaped headings. As shoppers increasingly ask an AI to recommend a product, that structure is exactly what decides whether your store is in the shortlist or invisible at the moment of recommendation.
Where ecommerce pages lose citability
Share of top-ranking pages missing each signal.
Ecommerce · n=56
These figures come from the same deterministic checker behind our free AI Visibility Check, run across 615 top-ranking pages in 13 industries. See the full AEO Gap Report for the method and the cross-industry picture.
How does your ecommerce page score?
Run any URL through the same free check we used for this study - a score and the exact fixes that matter most.