In a "significant paradigm shift," CPG manufacturers are starting to work more closely with retailers on personalized loyalty programs for two reasons: one, higher returns on their customer marketing investments and two, reductions in their product markdown expenses. What do you think about the opportunities and challenges for true collaboration between CPG suppliers and retailers around loyalty programs?

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