Post by Constructor

Most platforms today talk about AI, personalization, and machine learning in product discovery. But as shopper behavior evolves, the bigger question is becoming how those systems actually learn, adapt, and reason in real time. In our new whitepaper, The Journey of a Query, we explore the difference between traditional search engines and AI-native reasoning engines, including how behavioral data influences query interpretation, retrieval, ranking, and personalization across discovery experiences. The whitepaper also introduces practical “reasoning engine tests” that ecommerce teams can use to evaluate how their current discovery stack behaves beneath the surface. If your team is thinking about the future of AI-powered product discovery, personalization, and shopper experience, this is worth the read. Find the link in the comments. 👇