How to Reduce RTO in Pakistan: The Playbook for COD Sellers

A Lahore apparel seller told us she had a 31 percent return rate and assumed that was just the cost of doing business on COD. It was not. Within two months of changing four things, none of which involved her products or her ads, she was under 18 percent. To reduce RTO in Pakistan you need to attack four causes in order: unconfirmed orders, unusable addresses, slow delivery, and unrecovered refusals. Most sellers only ever work on the last mile, which is the one they control least.

What Is a Normal RTO Rate in Pakistan?

Roughly one in five COD parcels shipped in Pakistan returns to origin undelivered, an 18 to 20 percent national average. Unoptimised stores, particularly newer Shopify and Instagram sellers running aggressive paid traffic, sit in the 25 to 35 percent band. Well run operations get under 15 percent.

Before you change anything, calculate your own number for the last 90 days. Returns divided by parcels shipped. If you cannot produce that figure in ten minutes, that is the first problem.

Cause 1: You Are Shipping Orders Nobody Confirmed

Around 8 to 10 percent of COD orders placed in Pakistan are fake, prank or impulse orders the buyer never intended to accept. You cannot stop them being placed. You can stop paying to ship them.

Five filters that cost nothing to set up:

1. Send an automatic WhatsApp confirmation within five minutes of the order, while the buyer still remembers placing it.
2. Flag incomplete addresses before anything gets packed, not after the rider is already out.
3. Flag any phone number that has refused a delivery before. Keep a simple sheet if you have no system.
4. Call every order above your average order value. High value orders refuse at a higher rate and cost more when they do.
5. Offer a small discount to move high risk orders to prepaid. A 5 percent discount is cheaper than a two-way shipping loss.

Confirmation is not a customer service nicety. It is a filter, and it is the highest return activity in this entire list.

Cause 2: The Address Cannot Be Found

Most failed deliveries in Lahore are address failures, not rider failures. House 12, near the park is not an address. There are a lot of parks.

Add six fields to your checkout and your first-attempt delivery rate moves within a week:

• House number and street number
• Block and phase, spelled out rather than abbreviated
• Sector or society name in full
• Nearest landmark: a masjid, a park, a school, a well known shop
• A phone number that is actually answered
• A second number for the same household

The landmark field does more work than the other five combined. Riders navigate Lahore by landmark, not by postal logic.

Cause 3: The Parcel Takes Too Long to Arrive

This is the cause almost nobody treats as a returns problem, and it is the biggest single lever available.

Every extra day between the order and the doorstep is another day for the customer to change their mind, find a cheaper option, or spend the cash they had set aside. Four days of waiting produces meaningfully more refusals than one day of waiting on identical products at identical prices.

Inside Lahore, same-day delivery removes the gap entirely and next-day cuts it to one night. That is not a speed upgrade. That is a returns strategy that happens to look like a speed upgrade on the invoice.

If you only fix one thing this year, shorten the gap between order and doorstep. It quietly improves four numbers at once: returns, support volume, reviews and conversion rate.

Cause 4: You Write Off Refusals Instead of Recovering Them

Every refused parcel is still a customer with a phone number. Most sellers process the return, restock the item and never speak to that person again.

Send one message: we noticed your order came back, was there a problem with the timing or the address? A plain question like that recovers a meaningful share of refused orders and, more valuably, the answers tell you exactly what to fix. It is almost always the address field or the delivery window, both of which you control.

Log the reason for every single return, even in a notebook. After 100 returns you will have the most useful document in your business.

The Nine Fixes, Ranked by Return on Effort

Fix	Effort	Impact on RTO
Auto WhatsApp confirmation within 5 minutes	Low	High
Add a landmark field to checkout	Low	High
Move urgent orders to same-day, planned to next-day	Low	High
Call every order above average value	Medium	High
Send tracking links automatically	Low	Medium
Recovery message on every refusal	Low	Medium
Flag repeat refusers by phone number	Medium	Medium
Discount to convert high risk COD to prepaid	Medium	Medium
Log and group refusal reasons monthly	Medium	Compounding

How to Measure Whether Any of This Worked

Track four numbers monthly, not weekly, because weekly data on returns is noise:

• Return rate as a percentage of parcels shipped
• Delivered on first attempt as a percentage. Under 85 percent is costing you real money
• Average hours from pickup to delivery, measured in hours rather than days
• Return rate broken down by area, which is where the surprise usually lives

Most sellers who break returns down by area discover two or three Lahore neighbourhoods producing the bulk of their RTO. Those areas almost always have an address problem rather than a courier problem, and it is fixable in a day.

Frequently Asked Questions

What is a good RTO rate for a Pakistani ecommerce store?

Under 15 percent is good, 15 to 20 percent is average, and above 25 percent means something structural is broken rather than unlucky. Compare yourself against your own trend line month on month rather than against a national figure, because product category changes the baseline substantially.

Does faster delivery really reduce returns?

Yes, because it removes the window in which a COD buyer changes their mind. The effect is largest on impulse purchases and lowest on considered, high-value items that were researched before ordering. Inside a single city the effect is easiest to capture, because same-day is operationally possible.

Should I stop offering COD?

No. COD is above 80 percent of Pakistani ecommerce transactions and switching it off removes most of your market. Filter it instead: confirm before dispatch, flag repeat refusers, and offer a discount to move only the highest risk orders to prepaid.

Fix the Delivery Side First

Three of the four causes above are inside your own checkout and confirmation process. The fourth, delivery speed, depends on your courier.

QWQER runs same-day and next-day delivery on one merchant account across Lahore, with live tracking on every order, COD cleared within 24 hours, delivery reports that break performance down by area, and a named contact who answers. Test it on your next ten deliveries and compare the numbers yourself.