The Weekly Fraudcast

Returns Cost You 20% of Holiday Sales


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Welcome to 2026 and the brutal reality of post-holiday returns. We're diving deep into the $181 billion problem that's already hit ecommerce this year, with returns spiking 10% higher than last year and nearly 20% of all holiday sales coming back through your door.


Shelley Soucy from Peloton shares her incredible detective work uncovering a $300,000 returns fraud ring, including one customer who returned $275,000 worth of products over 5 years while reselling everything on Poshmark. She walks through the technical glitches fraudsters exploited and the multi-platform solution her team built to catch future abuse.


From bracketers and impulse regret to sophisticated AI-generated damage photos, we cover the full spectrum of returns challenges hitting your business right now. You'll learn about freight forwarding fraud, the economics driving returns abuse, and why your standard operating procedures need serious enforcement upgrades.


Key topics covered:

[00:00] Intro

[01:52] Holiday break work challenges

[04:17] Medical drama recommendations

[06:39] Freight forwarding fraud tactics

[09:05] Northern Canada fitness fraud

[10:31] Stranger Things finale debate

[12:57] Freight forwarding prevention methods

[16:59] Lululemon fraud expertise joins

[18:38] Returns data requires expert analysis

[20:05] 181 billion holiday returns processed

[22:32] Bracketing drives return abuse

[24:26] Amazon dirt box scam

[26:07] AI generates fake damage photos

[27:38] Standard operating procedures fail

[29:01] Customer lifetime value matters most

[31:49] Shopify glitch exposes fraud ring

[34:04] 275k returns from single address

[36:22] Automated fraud detection parameters

[37:26] Happy accidents reveal fraud patterns


Rinsha Barde from Lululemon joins the conversation with her 10 years of fraud experience across Capital One, T-Mobile, and now retail. Jessica Flores shares her returns challenges at Murdoch's Ranch & Home Supply, while Jamie Ceccato discusses the operational nightmare of post-holiday volume spikes.


This isn't just about fraud detection anymore - you're revenue optimizers now. The data-driven approach Shelley demonstrates shows exactly how to quantify losses, build cross-platform solutions, and turn your returns process from a cost center into a competitive advantage.


Whether you're dealing with empty boxes, fake damage claims, or sophisticated reseller networks, this episode gives you the framework to tackle returns fraud systematically while protecting your legitimate customers.


Subscribe for more fraud prevention insights and join our community at signifyd.com to continue the conversation.

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The Weekly FraudcastBy 🤠 Vito at Signifyd