Personalization along the entire customer journey requires better data than ever before.  It is not enough to know who a customer is and what they have purchased in the past.  To survive in a rapidly changing world, customer-facing brands must put data-driven personalized experiences along the entire customer journey at the core of their strategy.

Brands that create personalized experiences are

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