Context — a COD store had conflicting platform, store, and delivery records.
Diagnosis — the missing layer was one commercial definition of a successful order.
Decision — establish the source of truth before optimizing acquisition.
What became measurable — delivered acquisition cost and contribution, without publishing client metrics.