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Fraud Prevention in Ecommerce Returns: Which Returns Platforms Offer Automated Protection?

5 min read

Jul 30, 2025

Return fraud is eating into ecommerce margins in 2025. From wardrobing and fake returns to serial refund abuse, merchants are losing money, time, and customer trust. Stopping return fraud requires a two-part strategy:

  • Reduce fraud within the return process
  • Prevent fraud before a return is even initiated

In this guide, we’ll break down how platforms like Frate and Yofi help ecommerce brands address both.

Why Return Fraud Is a Growing Problem in 2025

Return abuse isn’t rare anymore, it’s widespread. According to recent estimates:

  • Return fraud costs ecommerce brands over $25 billion annually
  • 8–10% of returns are flagged as high-risk or abusive
  • Common tactics include:
    • Wardrobing (using items and returning them)
    • Bricking (damaging or disabling items before return)
    • Cross-retailer return fraud
    • Fake receipt uploads
    • Multi-account return abuse

To fight back, brands need automation, not just policy.

Two Ways to Stop Return Fraud

Return fraud can be addressed at two levels:

1. Returns Portal Fraud Reduction (Frate)

Frate prevents fraud from within the return flow by verifying item legitimacy and enforcing smart policies.

Frate’s Fraud Prevention Features:

  • AI-Powered Image Verification: Automatically checks customer-uploaded return images to detect swapped or damaged items.
  • Smart Risk Scoring: Monitors return frequency, product value, and customer behavior to identify suspicious activity.
  • Tiered Return Policies: Customize refund rules by SKU, return reason, customer segment, or fraud score.
  • Automated Return Rules: Block high-risk requests, require photo proof, or trigger manual review without human oversight.
  • Fraud Analytics Dashboard: Track fraud trends across products, geographies, and return types in real time.

Frate protects margins without adding friction for trusted shoppers.

2. Identity-Level Fraud Mitigation (Yofi)

Yofi prevents fraud before it hits your returns portal by analyzing identity and trust signals.

Yofi Detects:

  • Multi-account abuse: Flags when a single user is operating under multiple emails, devices, or addresses.
  • Synthetic and risky identities: Uses behavioral, network, and device data to score customer trustworthiness.
  • High-risk behaviors: Detects users using VPNs, anonymizers, or abnormal browsing patterns.
  • Trust signals for real-time decisions: Assigns each shopper a trust score used to adjust policies dynamically.

With Yofi, you stop return fraud at the source, before a return is even initiated.

Frate + Yofi: End-to-End Return Fraud Protection

Frate and Yofi integrate seamlessly to protect your business across the entire post-purchase journey.

How It Works:

  1. Yofi assesses shopper trust: High-risk customers are flagged before they access your returns flow.
  2. Frate adjusts rules in real time: Based on Yofi’s trust signals, Frate enforces stricter policies, like requiring photo evidence or blocking a refund.
  3. Trusted customers get a smooth experience: Honest shoppers enjoy frictionless returns and instant exchanges.

Combined Benefits:

  • Prevent refund fraud and abuse before it starts
  • Reduce manual return review and operations overhead
  • Protect margin without hurting the customer experience
  • Create a dynamic return policy that adapts in real time

The Bottom Line

Return fraud is no longer a minor issue—it’s a strategic threat. In 2025, ecommerce brands need a layered solution:

  • Use Frate to stop fraud within the return portal
  • Use Yofi to prevent abuse at the identity level

Together, they give you full-stack protection, from who’s returning to what’s being returned.

Intelligent returns starts here

Speak with our team

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