Processing an online return costs retailers about 21% of the order's value
The cleanest answer to what ecommerce returns cost is a ratio, not a flat dollar figure: processing a single online return runs retailers an average of 21% of the order's value, according to a Pitney Bowes BOXpoll survey of digital and omnichannel brands. For high-return categories the math is brutal. Coresight Research, citing Optoro, pegs the cost of processing a returned apparel item at roughly 66% of its price once shipping, inspection, and markdowns are counted.
That percentage is the number worth citing, because the raw dollar cost swings wildly by item. In absolute terms a return typically costs $20 to $30 to process, but bulky and high-value goods push well past that. The scale is enormous: US shoppers returned $849.9 billion of merchandise in 2025, and online orders come back at 19.3%, well above the 15.8% all-retail average, so every point of return cost lands hardest on ecommerce operators.
- Processing an online return costs an average of 21% of the order's value. (Pitney Bowes BOXpoll)
- For apparel, processing a return can reach 66% of the item's price. (Coresight Research / Optoro)
- In flat dollars, a return typically costs $20 to $30 to process, rising to $50 to $200+ for bulky goods. (reverse-logistics composite)
- $849.9 billion of merchandise was returned in 2025, 15.8% of all US retail sales. (NRF / Happy Returns)
- Online orders are returned at 19.3%, well above the 15.8% all-retail average, so return cost concentrates online. (NRF / Happy Returns)
- 9% of returns are fraudulent, adding cost retailers cannot recover. (NRF, 2025)
- 66% of retailers now charge for at least one return method to claw back cost. (NRF, 2025)
- 82% of consumers say free returns shape where they shop, which caps how aggressively retailers can pass cost on. (NRF, 2025)
If you need a single figure for what a return costs, use 21% of the order's value (Pitney Bowes BOXpoll). It travels better than a flat dollar amount because it scales with the item, and it rises toward 66% for apparel where bracketing and markdowns pile on.
Why a return can cost 21% or 66% of the sale
Cost-of-return figures look inconsistent because they answer different questions. Pitney Bowes reports an all-category average as a share of order value. Optoro's apparel figure isolates the worst-case category, where low price points, high bracketing, and fast markdown cycles inflate the ratio. The flat $20 to $30 range is a build-up of operational line items rather than a published statistic. None of these is wrong; they measure the same problem at different resolutions.
| Framing | What it measures | Typical figure | Source |
|---|---|---|---|
| Share of order value | Blended cost to process a return across categories | ~21% of the order | Pitney Bowes BOXpoll |
| Worst-case category | Cost to process a returned apparel item | ~66% of item price | Coresight / Optoro |
| Per-item dollar cost | Operational cost stack for one returned unit | $20 to $30 (more for bulky) | Reverse-logistics composite |
A 21% blended cost and a 66% apparel cost are not in conflict; the second is a single category pulled out of the first. When you cite a return cost, say whether it is a share of order value or a flat per-item figure, and name the category, since apparel sits far above the average.
What you actually pay to take one item back
A refund is the smallest part of the bill. By the time a returned unit ships back, gets inspected, and either restocks or gets marked down, retailers absorb an estimated $20 to $30 per item, and more once unsellable goods are written down. No authoritative body publishes an average, so the table below is a modeled build-up from the cost components reverse-logistics analysts track.
| Cost component | Typical range |
|---|---|
| Return shipping | $8 to $12 |
| Receiving and inspection labor | $4 to $6 |
| Restocking and inventory | $2 to $3 |
| Customer service | $3 to $5 |
| Payment processing (often non-refundable) | $2 to $3 |
| Markdown on unsellable items | $8 to $15 on roughly 20% of returns |
The single largest hidden cost is the markdown. An item that cannot be resold at full price, because it arrives late in the season, damaged, or opened, recovers only a fraction of its value, and a meaningful share of returns never make it back to the primary shelf at all.
Returns cost more in some categories than others
The per-item cost climbs with size, weight, and handling complexity. Soft goods are cheap to ship back and inspect; furniture and large electronics are not. The chart below shows a representative cost to process one returned item by category, drawn from reverse-logistics vendor estimates. Read it alongside the return-rate-by-category breakdown, since the categories that cost the most per return are not always the ones returned most often.
| Category | Representative cost per return | Why it costs what it does |
|---|---|---|
| Apparel and soft goods | ~$25 to $35 | Cheap to ship and inspect, but high volume and frequent markdowns |
| Footwear | ~$30 to $40 | Boxed weight and fit-driven volume |
| Consumer electronics | ~$30 to $65 | Testing, repackaging, rapid value depreciation |
| Home goods | ~$45 to $70 | Bulk, fragility, higher transit damage |
| Furniture and bulky | ~$55 to $200+ | Freight shipping, handling, and steep resale loss |
Source: composite of reverse-logistics vendor estimates. Figures vary widely by item value, shipping distance, and whether the unit can be resold at full price.
There is no official per-category cost-per-return figure. These ranges are a composite from reverse-logistics vendors and trade press, shown as ranges so the numbers stay defensible. Your real cost depends on item value, lane distance, and how much returned stock you recover at full price.
Returns cost at scale
The aggregate is large even before you isolate the operational cost. Shoppers returned $849.9 billion of merchandise in 2025, down slightly from $890 billion in 2024, with 15.8% of all retail sales coming back and 19.3% of online sales. There is no single, cleanly sourced figure for the total dollar cost returns impose on US retailers, because cost depends on category mix, resale recovery, and fraud, which vary by merchant. The honest framing is the ratio: apply a roughly 21% processing cost to the returned-merchandise base and the operational burden runs into the tens of billions annually, concentrated in the online channel.
Common questions about the cost of returns
How much does it cost to process an ecommerce return?
About 21% of the order's value on average, per Pitney Bowes BOXpoll, or roughly $20 to $30 per item in flat-dollar terms. Bulky and high-value goods cost far more, from $50 to $200+ for furniture and freight items.
Why do apparel returns cost so much more?
Coresight Research, citing Optoro, puts apparel return processing near 66% of the item's price. Low price points, heavy bracketing, and fast seasonal markdowns mean the cost to handle the return eats most of the original sale.
What makes up the cost of a return?
Return shipping, receiving and inspection labor, restocking, customer service, often non-refundable payment processing, and the markdown on items that cannot be resold at full price. The markdown is usually the largest hidden cost.
How much merchandise is returned each year?
US shoppers returned $849.9 billion of merchandise in 2025, equal to 15.8% of retail sales. Online sales are returned at a much higher 19.3%, per NRF and Happy Returns.
Do returns cost retailers more online than in store?
Yes. Online orders are returned at roughly 19.3%, well above the 15.8% all-retail average, and ecommerce returns carry full reverse-shipping and inspection costs, so the cost burden lands disproportionately on online channels.
How are retailers cutting return costs?
NRF found 66% of retailers now charge for at least one return method. Others tighten return windows, improve sizing and product detail to prevent returns, and speed up processing to recover more resale value.
What does return fraud add to the cost?
NRF estimates 9% of all returns are fraudulent, a cost retailers cannot recover. Some research puts the fraud share higher; see our average ecommerce return rate study for the methodology spread.
What the cost of returns actually tells you
The figure worth citing is the ratio: a return costs retailers about 21% of the order's value to process, climbing to roughly 66% for apparel. Flat per-item numbers ($20 to $30, more for bulky goods) are useful for modeling a single lane but mislead when quoted as the industry cost, because the real burden scales with item value and category. Any reporter or operator citing a cost-of-returns stat should say whether it is a share of the sale or a per-item dollar figure, and name the category.
For operators, the lesson is that returns are a cost center sized in points of revenue, not pennies per order. The brands handling it best attack the two biggest line items, the reverse-shipping leg and the markdown on unsellable goods, by preventing returns at the source with better sizing and product detail, processing faster to recover resale value, and screening the fraud that NRF puts at 9%. The cost will not fall on its own while online return rates keep climbing, so the number to manage is not the industry average but your own cost per return, tracked by category.
How we built this
This page leads with the Pitney Bowes BOXpoll figure for cost as a share of order value and the Coresight Research and Optoro estimate for apparel, the two most-cited cost ratios. We pair them with the NRF and Happy Returns 2025 Retail Returns Landscape for returned-merchandise scale and return rates. The per-item and per-category dollar costs are a modeled build-up from reverse-logistics vendor estimates and trade press, shown as ranges rather than fixed values, because no authoritative body publishes an average cost per return. Dollar and percentage figures are attributed to their source inline.
- NRF and Happy Returns: Consumers Expected to Return Nearly $850 Billion in Merchandise in 2025
- NRF: 2025 Retail Returns Landscape
- Coresight Research: The True Cost of Returns
- Pitney Bowes BOXpoll: returns and the cost to process them
- 3PL Insider: What Is the Average Ecommerce Return Rate?
- McKinsey: Modernizing reverse logistics
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