Personalization has long been a key ambition of modern marketing. Customers expect relevant offers, tailored messages, and experiences that reflect their actual relationship with a brand. Companies are responding by investing increasingly in collecting first-party data across loyalty programs, online stores, mobile apps, and other digital touchpoints. Yet despite the abundance of data available, marketers still too often find themselves facing the same surprisingly simple question: do we really know our customers?
