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eCommerce & Unit Economics

RTO

Return to origin. An order that fails delivery and comes back to the seller, most commonly on cash-on-delivery shipments in India.

RTO Rate = (Returned Orders / Total Orders) x 100

What is RTO?

Return to origin. An order that fails delivery and comes back to the seller, most commonly on cash-on-delivery shipments in India.

Formula RTO Rate = (Returned Orders / Total Orders) x 100

A worked example

Of 1,000 cash-on-delivery orders in a month, 220 are refused at the door, undeliverable or unclaimed and come back to you. Your RTO rate is 22 per cent. You have paid forward shipping and return shipping on all 220, handled them twice, and recovered nothing.

Why it matters

RTO is the single most underestimated cost in Indian direct-to-consumer commerce, and it is the reason so many brands with apparently healthy ROAS quietly run out of cash. It does not appear in your ads dashboard. It appears weeks later as a pile of returned parcels and a courier invoice.

The arithmetic is unforgiving because you lose twice. Forward shipping is spent, return shipping is spent, packaging is often unusable, and the order that generated the revenue in your reporting produced nothing. On a product with 40 per cent contribution margin, a 20 per cent RTO rate can consume most of the profit from the 80 per cent that did deliver.

It also distorts every other metric you rely on. ROAS calculated on placed orders is fiction. CAC calculated on placed orders is fiction. LTV built from those cohorts is fiction. Getting RTO into your reporting is not a refinement. It is the difference between knowing your economics and guessing at them.

The nuance most people miss

RTO is not evenly distributed and treating it as a single blended rate hides where the problem actually lives. It varies sharply by acquisition channel, with impulse-led social traffic typically far worse than search intent traffic. It varies by pincode, by product category, by order value and by whether the customer was asked to confirm. Segment it before you act on it, because the remedies are targeted: order confirmation flows, OTP verification on cash-on-delivery, address quality checks, prepaid incentives, and simply switching off cash-on-delivery in the worst-performing pincodes.

Indicative range

Indian D2C brands commonly report cash-on-delivery RTO somewhere between 15 and 30 per cent, with prepaid orders far lower. Your own figure depends heavily on category, price point and traffic source.

Common mistakes

  • Reporting ROAS on placed orders rather than delivered ones
  • Running cash on delivery on cold new-customer campaigns without any address or intent verification
  • Treating RTO as a logistics problem when it is largely an acquisition and checkout problem
  • Using a single blended RTO rate instead of segmenting by channel, pincode and product
FAQ

Follow-up questions

  • The reliable levers are incentivising prepaid with a small discount, OTP or WhatsApp confirmation on cash-on-delivery orders, address validation at checkout, and restricting cash on delivery in pincodes with a demonstrated history of failure. Each helps a few percentage points; together they move the number meaningfully.

  • Rarely, unless your margin cannot survive it. Cash on delivery still converts a substantial share of Indian buyers, and removing it entirely usually costs more in lost orders than it saves in returns. Restrict it selectively rather than removing it.

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