The Shopify apps we'd reach for to understand return and refund abuse — scoring returns, explaining the risk, and building the evidence, all while a human keeps the final call.
Return abuse, explained — not just flagged. Score every return and refund 0–100, see exactly why, and decide with your team in control.
Our pick for explainable return-abuse scoring — every signal shown, no automatic declines, data never pooled across merchants.
Tell us how it works today. We'll tell you honestly what's worth automating, what it would take, and what it would cost.