return-rate-impact-calculator

What problem does it solve?

Return rates erode ecommerce profit, margins, and operational efficiency through refunds and reverse logistics; this Skill provides a clear framework to quantify that impact and protect profitability.

Core Features & Use Cases

• Interactively define the scope of return impact (refund rate, return rate, or combined) and losses such as revenue leakage, reverse logistics, packaging, resale losses, and support costs.
• Generate a reusable Python script that computes adjusted profit, net margin, and CAC tolerance under different return scenarios.
• Provide an output-ready template for assumptions, breakdown, and recommended actions to guide decision-making.

Quick Start

Provide your inputs and run the skill to generate a reusable Python script that models the impact of returns on profit and CAC tolerance.