Build a unified measurement framework that integrates multi-touch attribution, marketing mix modeling, and incrementality testing into a triangulated system delivering the most accurate view of marketing effectiveness.
Build a unified GA4 cross-platform measurement strategy connecting web and app data streams with consistent event tracking, user identification, and cross-device attribution for holistic customer insights.
Solve cross-device tracking challenges with deterministic and probabilistic matching, unified user graphs, and privacy-compliant device resolution strategies.
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