Benchmark healthy new customer revenue contribution. Detect when growth masks deteriorating unit economics and cohort quality.

Head-to-head breakdown of Mixpanel and Amplitude for DTC stores. Event tracking, retention, cohorts, pricing, and implementation depth.

How DTC and subscription brands calculate NRR, benchmark against cohorts, and use it to forecast unit economics and LTV.

Why promotional calendars fail without unit economics. Margin math, CAC payback, and inventory risk that determine real ROAS.

Churn rates, repeat-purchase windows, and retention thresholds for outdoor DTC brands. Formulas and decision rules for 2026.