Returns and reverse logistics
About a fifth of online orders come back, and the reverse postage everybody budgets for is the cheapest part of it. What returns actually cost, what to decide before the first parcel arrives, and the international rule that turns a routine return into a loss bigger than the order.
Returns are an inventory problem wearing a shipping costume
Most brands model returns as a postage line. That is the visible cost, because it appears on a carrier invoice, and it is usually the smallest of the seven things a return actually costs you.
The expensive parts are labor that does not fall with scale, stock that comes back unsellable, and a customer service conversation that started before the parcel moved. None of those appear on any single invoice, which is why a business can run a 20 percent return rate for a year and never see what it is costing.
The good news is that most of it is decided in advance, by policy and by disposition rules, rather than parcel by parcel in a warehouse.
Return rates by category
The blended figure is roughly 20 percent of online orders, and comparing yourself to it is close to meaningless. The spread between categories is wider than most of the variation within them.
| Category | Typical return rate | What drives it |
|---|---|---|
| All online orders | ~20% | The blended benchmark. Useful only as a sanity check. |
| Apparel | 20 – 40% | Fit and color. The highest of any major category, and bracketing (ordering three sizes to keep one) is normal buyer behavior rather than abuse. |
| Footwear | 17 – 30% | Same driver as apparel, slightly lower because sizing is more standardized. |
| Home and furniture | 15 – 23% | Lower rate, far higher cost per return, because the reverse leg is bulky and the goods damage easily. |
| Accessories and jewelry | 12 – 15% | Fit matters less; expectation of finish matters more. |
| Electronics | 8 – 15% | Lower rate, and a disproportionate share are 'did not work as expected' rather than faulty, which changes what you do with them. |
| Beauty and personal care | 4 – 12% | Lowest, largely because most of it cannot be resold once opened and buyers know it. |
Ranges as reported from the National Retail Federation’s 2025 Retail Returns Landscape, published October 2025 and the current annual reference; the next edition is due late in 2026. Treat them as benchmarks for shaping a plan, not as your number. Your own rate is the only one worth managing against, and you will have it within a quarter of shipping.
What a return actually costs
Only the first of these appears on a carrier invoice. That is the entire reason returns get under-modeled, and it is why a business can be surprised by its own margin at the end of a good year.
There are no per-item dollar figures on this page, deliberately. Published return-processing costs vary by category, weight, and what you end up doing with the goods, by enough that a single number would be wrong for most people reading it. The same rule applies here as to freight and 3PL rates everywhere else on this site.
What is worth doing is running your own: take a month of returns, count the labor honestly including the support thread, add what you wrote down, and divide.
- The reverse shippingThe one everybody budgets, and usually the smallest line. It is also the only one that shows up on a carrier invoice, which is exactly why it is the one people model.
- Receiving and inspection laborSomebody opens the parcel, identifies what came back, decides whether it matches what the customer said, and grades it. This is per-unit human time and it does not fall with volume the way outbound picking does.
- Refurbishment and repackagingNew polybag, new insert, new box, replaced accessory, cleaned item. A return that is resellable only after twenty minutes of work is a return with twenty minutes of cost.
- The customer service threadFrequently the largest hidden cost. If a return begins as an email a person answers manually, then at a 20 percent return rate your support team is spending a meaningful share of every week on it. Almost nobody counts this against returns.
- The unsellable proportionSome of what comes back cannot be sold again at full price, or at all. That is not a processing cost, it is inventory written down, and it belongs in the same calculation.
- Carrying the returned unit againIt goes back into storage, occupies space, and may sell months later or never. A return in November on a seasonal product is not a recovered sale.
- Duty and tax already paidOn imported goods, you already paid duty on the unit when it entered the country. A domestic return does not give that back, and it is already sunk in the landed cost you are now discounting against.
Restocking, refurbishment, and the other three ends for a returned unit
Set these thresholds in advance and returns processing is predictable work at a known cost. Leave them to be decided parcel by parcel and you get unpredictable labor, inconsistent inventory numbers, and refurbishment spent on items that were never worth it.
Unopened, undamaged, in original packaging, within the window. The cheapest outcome and the one your policy should be designed to maximize.
Needs cleaning, repacking or a replaced component. Worth doing above a value threshold you set in advance, and not worth doing below it. Deciding that threshold per-parcel, in the moment, is how warehouses burn labor on items that should have been written off.
A second channel at a lower price. Requires a decision about whether you want that channel to exist and how it is branded, which is a brand question rather than a logistics one.
Pennies on the dollar, and still better than paying storage on stock that will not move.
Sometimes the only lawful option, particularly for opened consumables, anything safety-critical, and returned items whose compliance status can no longer be established.
International returns, and the duty nobody plans for
This is the part that turns a routine return into a loss larger than the original order, and it is barely covered anywhere.
You paid duty when the unit entered the country. When a customer sends it back to you from abroad, or when you shipped it abroad and it comes back, those charges do not reverse themselves. Recovery routes exist and they are procedures with conditions and deadlines, not an automatic credit.
Goods coming back across a border are an import in their own right, with an entry, a classification and potentially duty again on the same unit. There are provisions for goods returned to their country of origin and they have documentary requirements you have to have planned for.
A single parcel moving one way, at retail rates, without the consolidation that made the outbound affordable.
For low-value goods, refunding without a return, or handling the return in-market, is frequently cheaper than repatriating a unit you cannot resell at full price. That is a calculation, and it should be made deliberately rather than discovered.
Duty recovery is licensed customs work with real conditions and deadlines. We are not a licensed customs broker and we will not tell you what you can reclaim. What we will do is make sure the question reaches one before you publish an international returns policy, because the policy is where the exposure is created.
Graded, photographed, and reported against the SKU
Returns are received against an authorization, inspected, graded to your disposition rules, and put back into the right place. The part worth paying for is what comes out of it: photographs and grading notes attached to the SKU, so a pattern is visible. One damaged return is a customer service matter. The same component failing across thirty units is a manufacturing matter, and you want to know which one you have before the next production run, not after.
Frequently asked
What is a normal ecommerce return rate?
Around 20 percent of online orders overall, as reported from the National Retail Federation's 2025 Retail Returns Landscape, published in October 2025. The blended number is close to useless on its own, because the spread by category is enormous: apparel runs 20 to 40 percent and beauty runs 4 to 12. Compare yourself to your category, not to the average, and treat these as benchmarks from a report whose next edition is due late in 2026.
What does it actually cost to process a return?
More than the reverse postage, which is the only line most brands model. The real cost is receiving and inspection labor, any refurbishment and repackaging, the customer service thread that started it, the proportion that cannot be resold at full price, storage on the unit for a second time, and the import duty you already paid and do not get back. We are not publishing a per-item figure because it varies by category, weight and what you do with the goods, and any number we printed would be wrong for most people reading it. Send us your actual product and return profile and we will work out yours.
Should I offer free returns?
It is a conversion decision with a margin cost, and the honest answer depends on numbers only you have. Free returns lift conversion and lift return rates at the same time. What matters is whether the additional orders cover the additional returns at your margin and your category's return rate, which is arithmetic rather than philosophy. What is worth avoiding is choosing a policy because a competitor has one, without ever running that calculation.
Who pays for return shipping?
Whoever you say in your policy, and the policy is the lever. Common structures: free returns unconditionally, free only on faulty or wrong items, a flat fee deducted from the refund, or the customer arranging it entirely. Faulty and mis-shipped items should always be on you, and not because of any rule: making a customer pay to correct your error costs more in repeat business than the postage saved.
What happens to a return when it reaches you?
It is received against the return authorization, inspected, and graded against disposition rules you set in advance: restock as new, refurbish and restock, divert to open-box, liquidate, or dispose. The rules matter more than the process. A warehouse deciding case-by-case is a warehouse spending unpredictable labor and giving you inconsistent inventory numbers.
What does returns management look like for a small business?
Different from a large one in a way that matters: at low volume nothing averages out. A single expensive return is a real dent in a month, and you do not have enough data to tell a product problem from bad luck until quite late. Two things help disproportionately at that size. Write disposition rules down before the first return arrives, so nobody is making judgment calls parcel by parcel. And photograph and grade everything against the SKU from day one, because the pattern that tells you a component is failing shows up in thirty units, and you will not see it if the first twenty were dealt with informally.
Can you handle damaged and faulty returns?
Yes, and the useful part is what happens next: photographs and a grading note against the SKU, so patterns become visible. A single damaged return is a customer service matter. The same component failing across thirty units is a manufacturing matter, and it is worth knowing which one you have before the next production run rather than after it.
What about returns from a crowdfunding campaign?
Different shape from a retail return stream. Campaign returns cluster shortly after the delivery wave, skew heavily toward damage in transit and wrong-address reships rather than buyer's remorse, and arrive when your inventory is a fixed quantity with no reorder behind it. Plan the replacement stock before the wave ships, because a replacement you cannot fulfill is a public comment thread rather than a private refund.
Do returns affect my duty position?
They can, and it is the part importers most often miss. Duty paid on the way in is not automatically recovered, and goods coming back across a border are a fresh import with their own entry and classification. Recovery routes exist with conditions and deadlines attached. This is a question for a licensed customs broker, and it is worth asking before you write an international returns policy rather than after the first one lands.
Do you offer reverse logistics services?
Yes, as part of fulfillment rather than as a bolt-on. Returns come back to the same building your outbound stock ships from, which is the only arrangement where a returned unit can go straight back onto the pick face instead of sitting in a corner waiting for someone to decide what it is. Receiving, grading, restocking, refurbishment and disposal all happen against the SKU, and you get the report.
How do you handle damaged returns?
Every return is graded on arrival and photographed before anything is decided, because the argument about what condition it came back in is unwinnable a week later. Damaged units are separated from resalable ones at that point, and what happens next depends on the value: refurbishment and repackaging where the unit is worth more than the labor, salvage or disposal where it is not. Nothing goes back on the shelf without passing the grade.
Send us your return profile
What you sell, roughly what proportion comes back, what condition it usually arrives in, and what you currently do with it. That is enough to work out what it is costing you.
- Disposition rules you set, applied consistently rather than parcel by parcel.
- Grading photographs against the SKU, so manufacturing problems surface.
- Warehouses of our own, so returns land near your customers too.
Tell us about your project
We'll come back with a scope and a quote. If we're not the right fit, we'll say so.