What a Returned Order Really Costs

A returned subscription order costs more than the refund. Measure the order’s incremental loss: the revenue refunded, plus every cost triggered by sending it out, bringing it back, inspecting it and replacing or writing off the product.

Use the amount actually refunded, including any refunded delivery charge or tax, rather than the original list price. Add outbound shipping and return shipping where you bear those charges. Add payment fees that are not recovered, packaging consumed, variable handling labour and the product value lost when coffee cannot be resold at its original value. If only part of the shipment is returned, calculate each component for that part.

Exclude costs that remain unchanged whether the order is returned: subscription software, warehouse rent, salaried staff already scheduled, and fixed equipment. A useful test is: would this cost still exist if the order had been delivered and kept? If yes, it is not a return cost. Separately track any replacement order, because its shipping, payment fee and product cost are additional costs rather than part of the original refund.

Include only costs that change because of the return
Cost itemInclude when
Refunded revenueCash or revenue given back to the customer
ShippingOutbound or return postage is paid by the store
Payment feeThe original or refund fee is not recovered
Packaging and handlingMaterials or labour are consumed by the return
Product lossCoffee is unsellable or has a lower resale value
Fixed overheadExclude when it remains unchanged

How to Read the Worked Example

Read the worked example from the inputs down to the result, rather than treating the final percentage as the cost of a return. First identify the order value being refunded, then each incremental cost attached to that return: fulfilment or delivery, return handling, payment charges, customer service time, and any inventory value that cannot be recovered. Any resale recovery or avoided cost should be shown as a deduction, not mixed into the original order value. The calculation should make clear whether amounts include GST and whether they are in your trading currency.

The per-order loss answers: “How much does one returned order reduce profit?” Divide the example’s total return-related loss by the number of returned orders to read that result. The return rate a margin can absorb answers a different question: “What share of orders could be returned before the contribution from orders kept no longer covers those losses?” It is a break-even threshold derived from the example’s contribution per delivered order and loss per returned order, not the store’s actual return rate. Compare the threshold with your observed return rate separately. A store can have a low per-order loss but frequent returns, or a high per-order loss with few returns. Use the first measure to fix return economics and the second to judge whether the current pattern is sustainable. For your own inputs, the profit margin calculator can keep revenue, costs and margin calculations separate.

Worked example with sample numbers

This example is illustrative. It uses sample numbers for a coffee subscriptions store selling in Singapore. They are made up to show the method, they are not a benchmark, and your own figures will differ.

Formula: Cost per order sold = return rate x (delivery both ways + packing + value lost on resale).

Sample numbers: what each return rate takes from one order
Return rateCost per order soldLeft over
5.0%S$1.24S$20.10
10.0%S$2.49S$18.85
20.0%S$4.97S$16.37
30.0%S$7.46S$13.88

Run the same sum with your own numbers in the free calculator, or browse guides for sellers in Singapore and more coffee subscriptions guides.

General information only: tax, duty and import rules change and depend on your situation, so check with an accountant or the official source before acting.

Eligible Shopify stores can see these numbers for their own store through the Founding 10,000 offer.

Local Consumer Rules to Confirm in Singapore

Before publishing a Singapore returns policy, confirm each customer-facing promise locally rather than copying a policy from another market. Check whether the policy distinguishes change-of-mind returns from damaged, incorrect or undelivered coffee; how opened or consumed products are handled; who pays return delivery; which refund method applies; and how subscription cancellations, renewals and skipped deliveries are treated. These are policy questions to verify against the Consumer Protection (Fair Trading) Act on Singapore Statutes Online and guidance from the Competition and Consumer Commission of Singapore. Obtain advice before stating that a customer has, or does not have, a particular right.

Confirm the tax treatment separately with the Inland Revenue Authority of Singapore (IRAS)/basics-of-gst/current-gst-rates). IRAS states that Singapore’s current GST rate is 9%. A business must register when taxable turnover exceeds S$1 million for a calendar year, or when it expects more than S$1 million in the next 12 months. For overseas sellers, IRAS defines low-value goods as goods with a sales value of S$400 or below imported by air or post, where a GST-registered overseas supplier charges GST at purchase. Confirm how refunds, replacements and imported subscription shipments affect your records with IRAS or a Singapore tax adviser (Source: Inland Revenue Authority of Singapore).

Which Coffee Subscription Returns Can Be Resold

A returned coffee subscription should not be labelled resaleable from its return status alone. Check the product’s actual condition, packaging, traceability and any applicable handling requirements before choosing resale, donation or disposal. Do not infer that unopened means suitable for resale, or that delayed, opened or damaged coffee is safe or compliant to redistribute; confirm those points with the appropriate quality, regulatory or fulfilment specialist.

Compare each option using expected recovery minus the cost and effort required to inspect, repackage, store, relist or transfer the item. A partial credit is a customer-resolution decision, not a stock-disposition decision: it may reduce the refund while the product remains unsellable. Record the chosen route and its recovered value separately from the original order economics.

Decision guide for returned subscription coffee
Return conditionResaleDonation or disposalPartial credit
UnopenedConsider only after condition and required controls are confirmedUse when resale is not confirmed or does not cover handlingConsider when the customer keeps the item and policy permits
OpenedDo not assume resale eligibility; obtain confirmation firstConsider where redistribution is not confirmedUseful only as a customer remedy, not proof of recoverable stock
DelayedReassess condition and required controls before relistingUse if resale cannot be confirmedMay address the service issue while stock is assessed
DamagedOnly if suitability and presentation are confirmedOften the route when they are notMay be appropriate when the customer retains the item

What a return really costs

Use the measure that matches the decision. Refund value shows the cash returned to the subscriber. It is useful for checking refund exposure, but it is not the same as the order’s economic loss. Gross profit loss adds product cost to the refund; contribution loss also includes return postage, payment fees, packaging, handling and other costs that remain after the refund. Calculate GST on the same basis as your books: IRAS states that Singapore’s current GST rate is 9%, so do not mix GST-inclusive revenue with GST-exclusive costs (Source: Inland Revenue Authority of Singapore).

A practical comparison is below. ORVX reports realized revenue from delivered orders, return rate by units and refund value against revenue, then shows product, collection and customer profitability. Use those views together rather than treating one return metric as the answer. You can also test the arithmetic in the profit margin calculator.

Which return-cost measure to use
MeasureWhat it answersWhen to act on it
Refund valueHow much revenue was refundedCheck cash exposure and refund trends
Gross profit lossWhether the product cost erased the sale’s gross profitReview product economics or resale decisions
Contribution lossWhat the return left after product, fulfilment, fees and other variable costsChange shipping, packaging, payment or acquisition assumptions
Customer-level impactWhether the subscriber remains profitable after the returnAdjust retention or acquisition decisions using repeat behaviour

Sources

How this page was made: drafted with AI from a brief, then checked by automated rules for arithmetic, sources and duplication. The sample numbers were calculated, not reported.