The Fashion Return Problem
Fashion is the highest-return category in Indian e-commerce with return rates between 25% and 40%. Size mismatches, color discrepancies, and style-not-as-expected are the stated reasons — but a significant portion involve item-swapping and fake damage claims.
What Makes Fashion Returns So Costly
Unlike electronics, returned fashion items are often unsaleable — resale value drops 30–50% after a return cycle. Combined with reverse logistics costs of ₹80–150 per shipment and marketplace penalties for high return rates, a single fake return on a ₹2,000 item can net a ₹3,000+ total loss.
How Visual QC Changes the Math
Brands using structured QC systems like Evidsure have reported up to 90% reduction in return-related losses. When every outgoing shipment is captured with timestamped proof of product condition, item-swap and fake-damage claims become impossible to sustain.
Getting Started
Start by auditing your top 20 return SKUs — these are almost always the target for fraudulent returns. Build a capture workflow around those SKUs first, measure the impact on dispute win rates over 30 days, then roll out to your full catalogue.