What are privacy-safe measurement alternatives?

Aggregate reporting. Modeled conversions. Cohort based analytics. Event level minimization. Reduced retention windows. These approaches maintain insight without storing granular identifiable behavior.

They allow accurate directional analysis while respecting privacy laws.