Why Indian Fashion Brands Lose 30% of Sales to Fit Uncertainty
July 1, 2026
Return rates above 25% are standard for Indian fashion e-commerce. Here is what AI try-on changes about that equation.
The Hidden Cost of Guesswork
When a shopper adds a kurta to their cart and abandons at checkout, the most common reason isn't price. It's doubt. Will this fit? Will the colour look right on my skin tone? Will the dupatta drape the way it does in the photo?
For Indian fashion brands, this doubt translates to a 28-35% average return rate on e-commerce orders. Every return costs the brand roughly two times the product margin: return logistics, reprocessing, and a high likelihood the item can't be resold at full price.
What Changes with AI Try-On
Raritone's approach starts with a body scan that captures the shopper's exact proportions, then renders the garment on a personalised 3D avatar in real time. The result: the shopper sees exactly how the lehenga will fall, how the kurta will sit at the shoulder, whether the jeans will fit at the hip.
Early data from our vendor beta shows a 60-70% reduction in returns and a 2.4x increase in cart conversion on try-on-enabled SKUs.
The Opportunity for Vendors
Brands that move first on AI try-on build a moat. Shoppers who discover a brand through Raritone's try-on experience return at higher rates and spend more per visit. Onboarding takes one weekend, no engineering required.