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Returns Fraud & Abuse Prevention Platform

Stop return fraud before it hits your margin

Detect return abuse, wardrobing, device switching, and refund fraud across your entire returns operation.
Protect margin, inventory, and customer experience with AI-driven returns intelligence.
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X-ray image of a smartphone with overlay showing checks for model structure, battery, core components, substitutions, tampering, and indicating fraud detected.

Trusted by leading retailers, brands, and marketplaces

9%
of all returns are
classified as fraud

The Problem

Returns fraud is eroding margin

Return fraud is no longer isolated or occasional. It shows up as serial return abuse, wardrobing, false defective claims, and device switching across channels.

Left unchecked, it reduces recoverable value, distorts inventory, and forces retailers to tighten policies in ways that hurt legitimate customers.

ReturnPro helps retailers detect and prevent fraud before refunds are issued, without adding friction to the customer experience.
13%
of returned products in some consumer electronics categories can be fraudulent devices
(ReturnPro’s The Consumer Trust Gap Retail Can't Ignore)
23%
of consumers admit to wardrobing by buying items to use once and returning them
(ReturnPro’s The Consumer Trust Gap Retail Can't Ignore)
$200B
annually is tied up in the movement, handling, and processing of returned inventory
(ReturnPro’s The Consumer Trust Gap Retail Can't Ignore)

Common types of returns fraud

Fraud takes many forms across channels and categories. ReturnPro detects each one before refunds are issued.
Wardrobing
Hands holding a black sleeveless dress above an open Ariane Dubois Paris shipping box.
Device Switching
Silver smartphone with a black screen placed in an open white box next to its lid showing a rear camera design.
Refund Abuse
Five white boxes labeled Smart Home Hub in a row, illustrating a process with arrows and icons above showing steps for return, refund, and dispute resolution.
Policy Abuse
Open booklet showing a retail return policy document surrounded by items including white sneakers, black headphones, folded clothes, a smartphone in a box, and a wallet.
These detection capabilities determine whether a fraudulent return becomes stopped margin loss or approved refund waste.
Key Differentiator

AI device verification for electronics returns

ReturnPro integrates AI-powered device verification within its returns process to validate electronics as they are received. By validating devices at the point of return, retailers can prevent fraud while protecting legitimate customers from unnecessary friction.
  • Detect device switching and serial mismatches
  • Verify IMEI and device identity
  • Identify false defective claims
  • Flag suspicious device returns in real time
See device verification in action
Real-time
Device validation at the point of return before refunds are issued or inventory is processed
IMEI+
Multi-signal verification including serial numbers, device identity, and condition assessment
Zero friction
Fraud flagging happens behind the scenes, and legitimate customers never see added steps or delays

Returns fraud detection capabilities

ReturnPro combines AI-powered detection, device verification, and behavioral analytics to stop fraud across the full returns lifecycle.
Behavioral Pattern Analysis
Identifies suspicious return patterns across customers, orders, and time, flagging serial abusers before refunds are approved.
3D visualization of boxes labeled 'Arcade Tech Smart Watch' connected by lines, highlighting a cluster with a pattern detection alert for anomaly and repetitive return behavior.
AI Device Verification
Validates returned electronics against original purchase records, catching device switching and IMEI mismatches in real time.
Smartphone with a colorful abstract wallpaper placed on a white wireless charging pad.
Cross-Channel Detection
Connects return activity across ecommerce, in-store, and marketplace channels to surface patterns invisible at the transaction level.
Cardboard box, paper shopping bag, and padded envelope connected by wires to a central device with an 'R' symbol.
Policy Enforcement Engine
Applies intelligent rules to enforce return policies consistently, without blanket restrictions that create friction for good customers.
Settings panel for dispute rejected RA policy with options to dispute RA decisions, set vendor response time to 5 days, choose communication via EDI, and change disposition to Finished Goods Wholesale.
73% of consumers say they would feel better about making returns if they knew items were reused or refurbished
Download the Consumer Trust Gap Report
Cover for ReturnPro's The Consumer Trust Gap Retail Can't Ignore consumer survey report.
Explore other returns solutions
Consumer Electronics
Consumer Electronics Returns

Detect device switching and optimize recovery for high-value returned devices.

View solution
Enterprise
Enterprise Returns Management

Manage complex returns operations at scale across channels and categories.

View solution
Apparel & Footwear
Apparel & Footwear Returns

Reduce bracketing, wardrobing, and fit-related returns in high-return categories.

Coming soon

FAQs

Returns fraud includes behaviors like wardrobing, device switching, refund abuse, and policy exploitation. It ranges from individual misuse to organized schemes that target retailers at scale.

Common types include wardrobing (using items before returning), device switching (returning a different or damaged device), refund abuse (repeated suspicious refund requests), and serial return behavior across multiple orders.

Wardrobing is when items are used or worn and then returned for a refund instead of being kept. It’s most common in apparel, footwear, and luxury categories, and is recognized as fraudulent by most consumers even though it remains widespread.

Device switching occurs when a different or damaged device is returned instead of the original purchase. It's a significant risk in consumer electronics, where returned devices can appear legitimate until verified at processing.

By using data-driven detection to identify suspicious behavior precisely instead of applying broad restrictions that frustrate legitimate customers, ReturnPro’s approach targets fraud at the point of return and leaves the experience unchanged for good customers.

Stop return fraud before it impacts your margin

See how ReturnPro helps retailers detect fraud, prevent abuse, and protect inventory across the full returns lifecycle.
Request a demo