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Fashion & apparel

Chargebacks and returns abuse
in fashion and apparel.

Fashion and apparel brands lose money to returns as much as to chargebacks: wardrobing, serial returners, refund claims on items never sent back, and fit or quality disputes. Verdikx scores each return request for abuse, records delivery and policy evidence on every Shopify order, and drafts reason-coded responses to the chargebacks that still arrive.

Common dispute reasons for fashion and apparel brands
Dispute reasonCard-network codesEvidence that answers it
Not as describedVisa 13.3, Mastercard 4853Product page, size guide, return policy shown at checkout
Credit not processedVisa 13.6, Mastercard 4860Return tracking showing the item never came back, or the refund record
Item not receivedVisa 13.1, Mastercard 4855Delivery scan to the checkout address
Counterfeit merchandiseVisa 13.4Proof of authenticity from your supplier

Where fashion disputes and losses come from

The evidence that answers them

Size guides and product photos as published, the return policy shown at checkout, return tracking that shows whether the item came back, delivery scans and customer messages.

How Verdikx fits

Verdikx is a fraud, chargeback and dispute platform for e-commerce and SaaS merchants, built by Verdikx LLC (New Jersey, United States).

  • Returns-abuse scoring (Growth). Each return request gets approve, review or decline-recommended with the reasons: serial returns, worn-and-returned items, tracking mismatches, refund history and opt-in Verdikx Network refund-abuse signals, weighed against your policy. Nothing changes in Shopify until you act. See returns.
  • Customer risk profiles (Growth). A customer's orders, refunds, chargebacks and refund-abuse score in one view. See customer risk profiles.
  • Returns and helpdesk evidence (beta). Loop Returns, Gorgias, Zendesk, Freshdesk and Intercom records attach to cases.
  • Evidence on every order (every plan, from Starter, $29/month). Tracking numbers, store policies and checkout facts are saved as they happen. Carrier delivery scans are checked automatically, with no carrier login.
  • Order screening (Growth). Risk scores and automatic holds on high-risk Shopify orders, plus blocklists for known abusers.

Where Verdikx does not fit

  • It does not process returns, print labels or issue refunds; your returns app and Shopify do that.
  • Marketplace connections (Amazon, Etsy, eBay) are coming soon, not available today.
  • Card-network pre-dispute alerts (Visa RDR and Mastercard Ethoca) are coming soon, not available today.
  • It does not guarantee outcomes. Issuers and card networks decide disputes.

Frequently asked questions

What is wardrobing?

Wardrobing is buying clothing, wearing it once and returning it for a full refund. It is a form of returns abuse rather than a chargeback, but it erodes margin the same way.

Does Verdikx block returns automatically?

No. Returns-abuse scoring recommends approve, review or decline with the reasons. Nothing changes in Shopify until you act on the recommendation.

Which returns apps does Verdikx connect to?

Loop Returns is connected in beta (fully built and supported), and its return records attach to cases as evidence.

See it on your own orders.

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Sources

  1. Visa Core Rules and Visa Product and Service Rules (18 April 2026), Chapter 11 Dispute Resolution (checked October 5, 2026)
  2. Mastercard Chargeback Guide, Merchant Edition (13 May 2025) (checked October 5, 2026)
  3. Shopify Help Center: The chargeback process and fees (checked October 5, 2026)

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