Shopping is moving from search-led to assistant-led
The available signals point toward a shift in product discovery: shoppers are moving from traditional search-engine journeys toward assistant-driven ones.
The strongest evidence says AI platforms like ChatGPT are transforming consumer behavior in shopping discovery.
Limitation: This is directional, not definitive; the evidence describes a shift in behavior, but not how broadly it has taken hold.
Questions worth asking
Question: What does this shift change for retailers?
Answer: It suggests discovery may increasingly happen inside AI assistants, not just on search engines or storefronts.
Question: Why does this matter now?
Answer: The evidence points to AI becoming part of the shopping journey itself, rather than just a tool around it.
