Often Missing SkillsLoyalty EconomicsIncrementality MeasurementPrivacy ComplianceCustomer Data ManagementCross Functional RoadmappingVendor Negotiation
Development SuggestionsBuild a clear measurement framework for retention and loyalty impact, run controlled tests to prove lift, deepen understanding of privacy and consent requirements, and strengthen partnerships with data, product, and engineering to improve data reliability and personalization.