Shopify Women's Shapewear Store
Background
The store offers sculpting apparel such as 3D shaping pants, hip-lifting and tummy-control shapewear. Malicious chargebacks accounted for 68% of total disputes, mainly arising from size discrepancies and unmet shaping effect expectations. The overall chargeback rate stood at 4.4%. Given the high logistics costs of bundled and set orders, post-fulfillment chargebacks caused dual losses on both goods and shipping expenses.
Solution
Implemented the dual risk alert system integrated with CDRN and Ethoca.
Result
- The chargeback rate declined from 4.4% to 1.1%, recovering over $9,800 in monthly losses related to chargebacks and logistics waste;
- Precise interception of high-risk orders reduced invalid fulfillment and logistics losses by 88%;
- Dispute response efficiency improved by 70%, and overall customer complaint rates decreased by 55%.







