Measure Activation Health, Not Just Sync Volume

Sync volume says the CDP moved data. Activation health says the CDP helped people do valuable work. Most CDP dashboards overcount motion. They count profiles, events, destinations, and audiences. Those metrics matter, but they do not answer whether the business trusts the platform. The framework Google HEART was designed for user-centered metrics: happiness, engagement, adoption, retention, and task success. In a CDP, internal users include lifecycle marketers, sales operators, support leaders, analysts, and data stewards. Their customer-facing work is the real test. The translation Happiness becomes trust and explainability. Engagement becomes repeated use of governed traits and audiences. Adoption becomes…

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