Wardrobing
Flags timing, product, and customer-history patterns that may point to one-time use before return.
Return intelligence for Shopify
Know which returns deserve a closer look.
ReturnProof scores every return request for abuse—then gives your team a clear reason and the right next action before money leaves your account.
$590/year · Fully refundable any time before launch · Founding rate locked for life
Return risk reviewApparel order · 3 items
86
Hold for review
Ask for photo evidence first
Ask for photo evidence first
Possible wardrobingTiming pattern needs review
High
Repeat-return behaviorHistory raises this request’s risk
Signal
Unusual item mixBracketing pattern detected
Signal
A recommendation—not an automatic rejection. Your team stays in control.
Fits your stackWorks beside your current returns flow
Every requestOne explainable risk score
Clear actionsApprove, verify, or review
Human controlYou make the final call
What ReturnProof looks for
Abuse leaves patterns. We make them visible.
Ordinary return tools move boxes. ReturnProof adds the decision layer: signals that help your team separate routine returns from risky ones.
Bracketing abuse
Surfaces repeated size or variant buying patterns that turn routine convenience into recurring margin loss.
Serial returners
Shows repeat behavior across a customer’s history, so high purchase volume does not hide negative-margin patterns.
Empty-box patterns
Marks suspicious claim and shipment signals so you can request evidence before approving the refund.
How it works
From request to reasoned decision.
ReturnProof is designed as a fraud layer, not another portal your team has to rip and replace.
Read the return
Analyze the request alongside the order, item, and customer’s return history.
Score the risk
Turn scattered behavior into a 0–100 score with specific reason codes your team can understand.
Recommend an action
Auto-approve routine returns, request evidence when signals stack up, or hold high-risk cases for review.
Show the outcome
Summarize what was flagged and give your team a clear view of where intervention mattered.
Built for judgment
Protect margin without punishing good customers.
A risk signal should sharpen your team’s decision—not make it for them. ReturnProof recommends proportionate actions and leaves the final call with the merchant.
- Reason codes, not a black-box verdict
- Different responses for different risk bands
- A dedicated layer for Shopify stores
Action rulesIllustrative setup
Low risk
Keep the return moving
Approve through the merchant’s normal returns process.
Medium risk
Ask for evidence
Require a product photo or an extra verification step.
High risk
Hold for review
Route the request to a person before a refund is released.
Founding member pre-sale
Help shape the fraud layer you wish you had.
Join the first cohort of Shopify merchants influencing ReturnProof’s detection rules, review workflow, and launch priorities.
Founding rate
$590 / year
Planned launch price: $79/month
- Your $590 annual rate locked for life
- Early input on the workflows that ship
- Full refund any time before launch
Become a founding member
Charged today through Stripe · Fully refundable before launch
Questions before you join.
Is ReturnProof another returns portal?
No. It is designed as a fraud-detection layer that sits beside your current returns setup, including Shopify’s native flow. The goal is to improve the decision, not replace every part of the process.
Will it automatically deny refunds?
The initial product recommends actions—approve, request evidence, or hold for review. Your team retains control over the final refund decision.
What happens after I become a founding member?
Your purchase reserves the $590 annual founding rate. Founding members will be invited to help shape the product’s launch priorities and early workflows.
What if ReturnProof is not right for my store?
The pre-sale is fully refundable any time before launch. You can join now without being locked into an unreleased product.