When business leaders talk about personalized offers, they envision a system that treats each shopper as a market of one — understanding their micro-behaviors, preferences, and intent. The reality? Systems are rooted in segments and fall short of delivering true personalization. This blog explores the traditional, segment-based approach to delivering "personalized" offers, and the 5 key challenges it faces.