The New D2C Playbook:
Why Operations Beat
Marketing
Your ads are working. Your operations are killing you.
Most D2C brands in India are spending more on marketing, watching GMV go up, and still wondering why profits feel thin. This report — built from 410 million real shipments and transaction data across 6,000+ brands — shows exactly where the money is going. And what the brands that figured it out did differently.
The gap between 39% and 21% RTO is not luck or a better courier. It is three operational decisions. This report names them.
The D2C brands that pulled ahead did not spend more.
They operated differently.
India's D2C market grew 33% last year. But growth hides a lot of problems. Here is what the data actually shows. Three findings are open. Two require a download.
One brand had 39% RTO in November. By March it was 21%. Same products. Same customers. Different operations.
RTO is the silent margin killer. Every return costs you twice — once to send it, once to get it back — and you still have zero revenue. At 39%, more than one in three orders is pure cash burn. The brands that fixed it ran three changes at once: a prepaid incentive at checkout, pin-code-level courier routing based on actual delivery performance, and address verification before dispatch.
Growing fast is not the same as building something that lasts
Health and Pharma leads on growth rate. BPC leads on volume. Fashion and Home need to work twice as hard on retention because customers do not come back automatically.
Things you were probably already wondering
No fluff. Just answers.
The brands pulling ahead already know what is in here.
12 pages. Real data from 6,000+ Indian D2C brands. What grew, what broke, and the exact operational moves that separated the profitable from the painful.
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