The digital customer journey, traditionally viewed as a linear progression from awareness to purchase, has evolved into a dynamic, ‘always-on’ ecosystem. Every digital touchpoint—from a social media scroll to a voice-activated search—serves as a data signal that informs a brand’s understanding of a consumer. On their journey, customers often jump between discovery and deep research …