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Return Rate Profit Modeling Guide

Add return-rate reserve to each order model to avoid overestimating margin during growth planning.

Return reserve approach

Estimate expected return impact per order and include it in other costs. Recalculate weekly when return patterns shift.

  • Use historical return rate as baseline
  • Add buffer for damage and failed delivery
  • Stress-test profitability at higher return rate

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