Analyze return resolutions to calculate the revenue recovery rate for your Shopify store.
Shopify Admin Exchange Vs Refund Ratio
This skill tracks return outcomes to determine the split between exchanges, store credits, and refunds, providing a clear metric for revenue recovery.
Skill impact
A focused workflow with measurable value.
Stars
188
Forks
19
Updated
Sep 14, 2026
About Shopify Admin Exchange Vs Refund Ratio
Analyzes return resolutions to calculate the split between exchanges (revenue retained), store credit (revenue deferred), and refunds (revenue lost). Tracks this as a revenue recovery metric over time. Read-only — no mutations.
What Shopify Admin Exchange Vs Refund Ratio Can Help You Do
Helps you monitor the effectiveness of your returns policy by categorizing return outcomes, identifying revenue leakage, and calculating the overall revenue recovery rate of your store.
Common use cases
Measuring the impact of new exchange incentive programs
Identifying return patterns that require improvements in product size guidance
Tracking the percentage of revenue retained during the returns process
Evaluating the effectiveness of customer loyalty and store credit policies
Auditing return resolution trends to inform inventory and sales strategy
Quick start
Install command
npx skills add 40rty-ai/shopify-admin-skills@shopify-admin-exchange-vs-refund-ratioTags
Topics and capabilities