Is there an official ecommerce return rate for Pakistan?
No. No government body or industry group publishes a standard return rate for Pakistani ecommerce. Different couriers, marketplaces and brands measure returns differently, some counting only refused parcels and others counting every order that did not end in a sale. A clothing brand selling mostly on Instagram will see a very different number from an electronics store with prepaid orders.
That is why borrowing someone else's figure is risky. If you plan your margins around a number from a different category or a different way of counting, you will get your pricing wrong. Calculate your own rate from your own orders, and track it every month.
What is return rate?
Return rate is the percentage of orders that come back to you instead of turning into a completed sale. In a market where most orders are cash on delivery, it helps to split this into two separate numbers, because they have different causes and different fixes.
What does RTO mean, and how is it different from a return?
RTO stands for return to origin. It means the parcel never reached the customer as a completed delivery and was sent back to the seller. A return, sometimes called a customer return, happens after the customer has accepted and paid for the parcel and then sends it back.
| RTO (return to origin) | Customer return | |
|---|---|---|
| When it happens | Before delivery is completed | After the customer has received and paid |
| Common reasons | Refused at the door, wrong number, address not found, customer not available, no cash ready | Wrong size, damaged item, product not as shown, changed mind |
| Money collected | None | Collected, then refunded or exchanged |
| Main fix | Order confirmation, faster delivery, better address details | Better product pages, sizing, packing and quality checks |
How do you calculate your return rate?
Use these three formulas. Count parcels over the same period, such as one month, and use the dispatch date so orders still in transit do not distort the number.
- RTO rate = RTO parcels / parcels dispatched x 100
- Customer return rate = customer returns / parcels delivered x 100
- Total return rate = (RTO parcels + customer returns) / parcels dispatched x 100
Here is a worked example with made up numbers, for illustration only. A brand dispatches 400 parcels in a month. 48 come back as RTO, so 352 are delivered. Of those, 14 are later returned by customers.
| Measure (example) | Calculation | Result |
|---|---|---|
| RTO rate | 48 / 400 x 100 | 12% |
| Customer return rate | 14 / 352 x 100 | about 4% |
| Total return rate | (48 + 14) / 400 x 100 | 15.5% |
In this example, RTO is the bigger problem by far, so the brand should start with order confirmation and delivery speed rather than product photos. Your own split may look completely different, which is the point of measuring it.
Go one step further and break the numbers down by product, by city or area, by sales channel and by reason. A single overall rate hides the one product or one area that is causing most of your losses.
What causes high return rates in a COD market?
- No payment commitment. With COD, the customer has spent nothing until the door, so refusing costs them nothing.
- Unconfirmed orders. Orders shipped without checking the number and address include wrong numbers, fake orders and impulse buys.
- Slow delivery. The longer the wait, the more chance the customer has bought elsewhere or changed their mind.
- Incomplete addresses. Riders cannot deliver to an address with no street, house number or landmark.
- Cash not ready. Customers who do not know the exact amount, or when the rider is coming, often cannot pay on the spot.
- Product mismatch. Photos, sizes or descriptions that do not match the real product lead to refusals at the door and returns after delivery.
- Packing and picking errors. Wrong size, wrong colour or a damaged item turns a happy customer into a return.
How can you reduce your return rate?
- Confirm every COD order by WhatsApp or call before dispatch, and cancel the ones you cannot confirm. Our guide on reducing fake COD orders has a step by step method.
- Deliver faster. Same day or next day delivery catches the customer while they still want the product.
- Tell the customer the amount and timing. A tracking link and an out for delivery message with the COD amount cut failed attempts.
- Collect full addresses with a landmark at checkout and during confirmation.
- Improve product pages with real photos, measurements and a clear size chart.
- Check every order before packing against the order slip, so the right item in the right size goes out.
- Pack properly so items arrive undamaged.
- Ask for a partial advance on high value orders or from customers who have refused before.
What should you do with returned stock?
Returned parcels are stock you have already paid to move twice. Handling them quickly decides whether you get that value back.
- Log it on arrival. Record the parcel number, order, reason for return and date received.
- Keep it separate. Do not put returned items straight back on the shelf. Hold them in a returns area until checked.
- Inspect each unit. Check for damage, missing parts, signs of use, broken seals and that the item is actually yours and matches the order.
- Grade it. Sort into sellable as new, needs repacking, sell at a discount, or write off.
- Restock sellable units quickly and update your inventory count so the item is available to sell again.
- Review the reasons monthly. If one product keeps coming back for the same reason, fix the listing, the sizing or the supplier.
How RapidXpk handles returns for Karachi brands
RapidXpk delivers every parcel within 24 hours almost anywhere in Karachi, the same day when booked before the 4 pm cutoff, which leaves customers less time to change their mind. Customers get a live tracking link and a WhatsApp with the COD amount to keep ready. Every order is checked against its order slip during pick and pack. Returns are inspected and logged, and sellable units go back into your stock count, visible in the client portal. Learn more about ecommerce fulfillment in Karachi and warehousing, or contact us on WhatsApp at +92 317 2683055.