The traditional sales and marketing funnel assumes a linear progression from awareness to purchase to retention, but modern customer journeys are anything but linear. Today’s buyers interact with brands across multiple touchpoints, pause and resume their decision-making process unpredictably, and expect personalized experiences that acknowledge their unique needs and preferences. Managing these complex, multi-faceted relationships manually has become impossible at scale, leading to generic communications, missed opportunities, and customer churn
