How to reduce COD returns and RTO for D2C brands in India

In India, cash on delivery remains a common way to pay for online orders, especially for first purchases from a new brand and outside the largest cities. It also brings a costly problem: RTO, or return to origin, when a COD parcel is refused or cannot be delivered and comes back to the seller. You pay forward and return shipping, and the stock is stuck in transit. This tactic is for D2C brands that want to keep COD for genuine buyers while stopping the orders that were never going to be accepted.

Why it works

Many COD orders are impulse decisions. The buyer clicks through an Instagram ad, orders without paying and then forgets, changes their mind or is not home when the courier arrives. Since nothing was paid, walking away costs the buyer nothing. Some orders are placed with wrong addresses, fake numbers or as pranks.

A quick confirmation turns a casual click into a real commitment, and catches bad addresses before shipping. A prepaid incentive moves serious buyers to UPI, where they have skin in the game. Risk scoring lets you apply more checks only where they are needed, so good customers in low-risk areas still enjoy fast, easy COD.

How to do it

1. Measure RTO by segment. Pull the last few months of COD orders and calculate RTO by pin code, state, order value, product, ad campaign and new versus returning buyer. Your own data shows where the problem lives.
2. Send WhatsApp confirmation for COD orders. Right after checkout, send a WhatsApp message with the order summary, address and two buttons to confirm or cancel. Use an approved WhatsApp Business template and follow its opt-in rules.
3. Call unconfirmed orders. If there is no reply within a set number of hours, have a team member or calling service call the buyer. Hold orders that stay unconfirmed and cancel them after a fixed time.
4. Offer a prepaid incentive. Show a clear saving or free gift for paying by UPI or card, both at checkout and in the confirmation message, with a payment link that converts the COD order to prepaid.
5. Use partial advance for risky orders. For high-value orders or high-risk pin codes, ask for a small advance by UPI to confirm COD, and collect the rest on delivery.
6. Build a simple pin-code risk score. Combine your own historical RTO by pin code with courier serviceability data. Add rules such as limiting COD above a certain order value in the riskiest areas.
7. Validate addresses and numbers at checkout. Check that the pin code matches the city, require a valid 10-digit mobile number and verify it with an OTP for COD orders.
8. Keep buyers informed after dispatch. Send WhatsApp tracking updates with the expected delivery date and a reminder the day before delivery to keep cash ready. Share the courier’s contact for rescheduling.

Example

A D2C ethnic wear brand in India sells mostly through Instagram ads, and most of its first orders are COD. The team notices many parcels come back from a handful of pin codes and from orders placed late at night through one ad campaign. It adds a WhatsApp confirmation flow with confirm and cancel buttons, and calls anyone who does not reply within a few hours. Checkout shows a small discount for UPI payment. For orders above a set value in the riskiest pin codes, COD now requires a small UPI advance. The team also pauses the campaign whose buyers rarely confirmed. Fewer parcels come back, and the brand’s ad reports start to count only delivered orders as conversions.

Metrics to track

• RTO rate for COD orders, overall and by pin code, product and campaign. It should fall as checks are added.
• COD confirmation rate. The share of COD orders confirmed on WhatsApp or by call. A low rate in one segment points to a traffic quality problem.
• Prepaid share of orders. It should rise as incentives and payment links are used.
• Delivered revenue per order placed. Combines conversion and RTO into one view of what you actually collect.
• Cancellations before shipping. A rise here is good if RTO falls, because each cancellation avoids a two-way shipping cost.

When it backfires

• Too much friction for good buyers. Calling every customer or demanding advances everywhere can drive away loyal, low-risk buyers. Apply heavy checks only to risky segments.
• Surprise COD fees. Adding a fee at the last step angers buyers and increases checkout drop-off.
• Blocking whole regions. Disabling COD for large areas based on little data cuts off genuine customers. Use enough order history before making rules.
• WhatsApp spam. Sending many messages, or messaging without proper templates and consent, can get your business number restricted.
• Optimising ads for orders. If ad platforms count placed COD orders as conversions, they will keep finding buyers who never accept parcels. Feed back delivered or confirmed orders where possible.

Questions people ask

Should I turn off COD completely?

For many Indian D2C brands, removing COD loses many genuine buyers who do not trust paying upfront to a new brand. Keep it, but control it with confirmation, risk rules and prepaid nudges.

Is charging a COD fee a good idea?

A small, clearly shown COD fee can push some buyers to pay by UPI. Show it on the product page or early in checkout, never as a surprise on the last step.

What should I do with pin codes that have very high RTO?

Start by requiring confirmation or a partial advance for those pin codes. Only disable COD there if the losses remain high after those steps.