There is no leaked ranking algorithm to optimize against, because assistants do not rank, they compose. What exists is a five-stage selection pipeline, and each stage responds to data a Shopify store controls.
Coupon extensions auto-apply codes at your checkout and AI assistants now quote them in answers. Either you design promotional logic these machines can read correctly, or they will distribute whatever stale codes they find.
Holiday shoppers increasingly ask an AI instead of opening ten tabs, and that traffic converts. Here is how a Shopify store gets ready for seasonal AI shopping before demand spikes.
AI shopping answers surface shipping cost and return terms next to your product. Here is how a Shopify store makes that data machine readable, accurate, and a visibility advantage.