How to Reduce RTO for Fashion Brands in India: Size, Sales and COD

Fashion is where cash on delivery hurts most. A kurta that doesn't fit, a dress bought in a midnight sale, three sizes of the same jeans: each of these can turn into a parcel that travels to the customer and back again. That round trip is RTO, return to origin, and in apparel it happens more often than in almost any other category.

This guide is for Indian fashion, footwear and ethnic-wear brands that want to keep COD open and still bring RTO down. It covers why fashion RTO runs high, what the published figures actually say, and seven fixes that target fashion's specific reasons for returns. For the general Shopify setup, see how to reduce RTO on Shopify in India.

Why fashion RTO runs higher

Most RTO in any category comes from the same places: fake or impulse orders, wrong addresses, and customers who aren't home. Fashion adds four of its own.

• Size and fit uncertainty. There is no common size standard across Indian brands, so an M in one label is not an M in another. A customer who isn't sure the size will fit is a customer who may refuse the parcel.
• Bracketing. Some shoppers order the same item in two or three sizes, meaning to keep one and send the rest back. On COD, the ones they don't want often never get accepted at all.
• Sale-period impulse buying. Orders placed in a hurry during a sale or from a social-media ad are the ones most often regretted by the time the parcel arrives.
• Colour and photo mismatch. A colour that looked different on screen, or a fabric that looked heavier in the photos, is a common reason to refuse at the door.

Base.com names sizing, bracketing and impulse buying as fashion's main RTO drivers, and ClickPost adds fashion's heavy reliance on cash on delivery, which carries less commitment than a prepaid order. An IIM Ahmedabad survey of 35,000+ shoppers also found COD was more common for fashion purchases (sources on our benchmarks page).

Fashion RTO rate in India: what the figures say

There is no audited, category-level RTO benchmark for India. What exists are vendor estimates and a few measured figures. Read them as a range, and compare your own COD RTO month by month rather than against a single number.

Every figure, with its period and what it measures, is on our COD and RTO benchmarks page.

Seven ways to reduce RTO for a fashion brand

1. Confirm size and fit on the confirmation call

   Don't just ask "confirm kar doon?". Read the size back: "Aapne Medium size liya hai, regular fit. Size sahi hai?" If the customer hesitates, offer the size chart or an exchange before shipping, not after the parcel comes back.

2. Catch duplicate and multi-size orders

   Two orders of the same item from the same number, or one order with three sizes, are worth a direct question: "Kya aapko dono chahiye, ya galti se do baar order ho gaya?" Cancel what the customer doesn't want before it ships.

3. Tighten confirmation during sales

   Sale and festive orders carry the most impulse buying. Confirm every COD order from a sale window, and don't ship the ones nobody confirms.

4. Set the colour and fabric expectation

   For products with frequent "looked different" returns, mention the colour and fabric on the call, so the customer accepts or changes the order before dispatch.

5. Confirm the address and a landmark

   Incomplete addresses fail in every category. Read new addresses back as a question so a misheard sector or pincode is caught on the call.

6. Nudge hesitant and repeat returners to prepaid

   An easy exchange policy, a small prepaid discount, or "pay now and save the COD fee" moves some customers off COD. See the COD to prepaid playbook.

7. Ship confirmed orders fast

   Shipway found COD RTO rises from 22% when the first delivery attempt happens within 1–2 days to 35% after more than 5 days. A confirmed order that sits in the warehouse is an RTO waiting to happen.

What a fashion confirmation call sounds like

A good call is short. It confirms the order, checks the one thing most likely to cause a return (here, size), and ends.

If the customer asks for a different size, a new address or a different name, the agent reads it back as a question, notes it, and the order is held for your team to update before it ships. More scripts are in our Hindi and Hinglish confirmation script guide.

A worked example in ₹

These are example assumptions, not measured results. Put your own numbers into the RTO calculator; its Fashion preset starts from the middle of the reported 25–40% range.

• COD orders a month: 2,000
• COD RTO rate: 32% (the Fashion preset) → 640 returns a month
• Cost of one RTO: ₹250 (both shipping legs, packaging, COD fees and stock in transit; replace with your own)
• RTO costs you: 640 × ₹250 = ₹1,60,000 a month
• If confirming prevents 30% of those returns: 192 fewer RTOs × ₹250 = ₹48,000 a month saved
• Calling cost: 2,000 orders × 70% answered × 1 minute × ₹6.40 = ₹8,960 a month (unanswered calls are free)
• Net: about ₹39,000 a month back, before counting the stock that sells instead of sitting in transit

What to track

• COD RTO rate by product and size: if one size of one product returns far more often, the size chart is the problem, not the customer.
• Confirmation outcomes: confirmed, cancelled, not reached. A high "not reached" share means you need retries at different times of day.
• Sale vs non-sale RTO: to decide how strict to be in the next sale.
• Time from order to first delivery attempt: the Shipway figures above show why.

Fake orders are their own problem, with their own fixes: see how to stop fake COD orders on Shopify.

Frequently asked questions