In the past few years, the number of touchpoints through which customers engage with brands has exploded. Everyone wants to incorporate all these different nodes on the journey map into their customer relationships: data from social media and SMS engagement, e-

commerce, mobile app usage, and more. We realize that data from these inflection points needs to be part of a marketer’s single view of the customer. But....

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