How to Reduce Returns and Exchanges in Apparel E-commerce

If you run an online apparel store, you already know the order confirmation isn’t the end of the sale. The real test starts when the package arrives and the shopper tries it on.

Returns are a structural part of online retail, but apparel faces a particular challenge: shoppers cannot physically inspect, touch or try on a garment before buying it. Return rates for apparel can reach 30% or more, while the European Environment Agency estimates that around 20% of clothing purchased online in Europe is returned. 

Its research also finds that online return rates can be up to three times those of physical stores, with buyer-perceived poor fit or style accounting for around 70% of returns. 

That means reducing returns is not simply a reverse-logistics problem. It starts much earlier, when a shopper is deciding whether a product is right for them.

Why Are Apparel E-commerce Returns So High?

Fashion returns happen for many reasons, but several of the most common ones begin with uncertainty during the purchase journey.

The most important questions shoppers are trying to answer are simple:

• Will this fit me?
• Will it look the way I expect?
• Will it arrive in the condition I expect?

When an e-commerce experience leaves those questions unanswered, the risk of a return increases.

Size and Fit Uncertainty

Sizing is one of the most important return drivers in apparel because shoppers have to make a fit decision without physically trying the garment.

When shoppers don’t have enough information to choose a size, they may guess, abandon the purchase or order multiple sizes and return the ones that don’t work. This behavior is known as size bracketing.

A 2025 survey of 1,002 UK shoppers found that 62% reported ordering multiple sizes or variants when buying fashion online. Because this was a self-reported UK survey, the figure should be treated as an indication of the scale of the behavior rather than a universal benchmark.

The underlying problem, however, is clear: shoppers are often being asked to make a highly personal fit decision with limited information.

When the Product Doesn’t Match Expectations

Sizing isn’t the only source of uncertainty.

Shoppers can’t touch the fabric, inspect the construction or see the garment from every angle before purchasing. As a result, product photos and descriptions have to do much of the work.

If the color looks different in person, the fabric feels thinner than expected, or a “relaxed fit” feels oversized, the shopper may decide that the product doesn’t match what they expected.

In other words, the problem isn’t always that the product information is incorrect. Sometimes, it’s that important information was never communicated in the first place.

Delivery and Product Quality Problems

Returns can also result from problems that happen after the purchase decision.

So, an attractive site brings people in, but the sale only holds if the product arrives on time and intact. Late deliveries, wrong items, and damaged packaging all lead to returns, and receiving damaged products alone accounts for around 20% of returns.

For apparel retailers, these issues create a second problem: the original sale may already have generated acquisition, fulfillment and customer-service costs before the product comes back.

Quality checks before shipping therefore play an important role in preventing avoidable returns.

Lost Interest and Buyer’s Remorse

Not every return is caused by a product or sizing problem.

Shoppers may change their minds, find a similar item at a lower price or decide that the purchase no longer fits their needs. These returns are harder to eliminate completely.

However, a clear product page, transparent expectations and a smooth post-purchase experience can reduce unnecessary friction and make the customer more likely to return to the brand.

The Real Cost of an Apparel Return

The cost of a return goes far beyond the refund or reverse shipping label.

A single return can involve:

• Reverse shipping
• Receiving and inspection
• Customer service
• Restocking and repackaging
• Inventory being unavailable for sale
• Markdown risk if the product comes back late in the season
• Refund processing
• Potential loss of future revenue

The European Environment Agency cites an estimate that processing an online return can cost retailers approximately 55% to 75% of the product’s retail price when logistics, handling, customer care and depreciation are considered.

That is why return prevention should be viewed as a margin and customer-experience issue, not only a logistics issue.

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How Can Fashion E-commerce Reduce Returns?

Once the causes are clear, prevention becomes a matter of removing uncertainty and errors at the points where retailers have the most control.

1. Solve Size and Fit Before Checkout

A size chart is useful, but it doesn’t necessarily answer the shopper’s most important question: “Which size should I buy?”.

Traditional size charts require shoppers to measure themselves, understand the measurements and compare them with a table that can vary from one brand to another. That creates work at exactly the moment when the shopper wants confidence.

A size recommendation tool addresses the problem differently. Instead of simply displaying measurements, it uses information about the shopper and the product to recommend a size.

That distinction matters:

• Size chart: provides measurements and product specifications.
• Size recommendation: helps determine which size the shopper should choose.
• Virtual try-on: helps the shopper visualize how the product may look on them.

These technologies can therefore support different parts of the same decision. A size recommendation answers “What size should I buy?”, while virtual try-on addresses “How might this look on me?”

Together, they can turn “I think I’m a medium” into “This is the recommended size, and this is how the product looks.”

The EEA also identifies size advice and size recommendations as strategies retailers can use to reduce returns, citing research in which size advice was associated with a reduction in size-related returns.

2. Give Shoppers Better Product Descriptions

Fashion sells through images, so product description and presentation needs to communicate more than appearance.

Use high-resolution photography, multiple angles, close-ups of texture and construction, and video where appropriate. Showing the garment on models with different body types can also help shoppers understand how it behaves on different bodies.

Always include relevant fit information, such as:

• Model height
• Model size
• Garment size shown
• Fit type
• Fabric composition
• Stretch
• Weight
• Cut and silhouette

If a garment runs small or large, make that clear rather than leaving the shopper to discover it after delivery.

Learn More: E-commerce Product Photography Guide for Fashion Retailers

3. Fix Cart and Checkout Errors

Not every return begins with a bad product decision.

Some start with simple mistakes in the purchase flow: an incorrect size selection, duplicate items or a confusing confirmation screen.

Make the selected size, color and quantity highly visible before payment. The shopper should be able to verify exactly what they are buying without having to search for the information.

4. Answer Questions Before They Become Returns

A shopper asking “Does this run large?” or “What size is the model wearing?” is signaling uncertainty.

Live chat, virtual assistants, product reviews and other forms of pre-purchase support can help answer these questions before the order is placed.

This is particularly valuable for products with more complex fit considerations or higher purchase hesitation.

5. Strengthen Quality Control Before Shipping

Before an order leaves the warehouse, confirm that the product, size and color match the order and that the item is free from visible damage.

This simple step can prevent a return that has nothing to do with the customer’s purchase decision.

Better inventory organization can also reduce picking errors and make both forward and reverse logistics more efficient.

Returns and Exchanges: What’s the Difference?

A return generally means that the customer sends a product back, usually in exchange for a refund. And an exchange means that the original product is replaced with another item, size, color or variant.

For apparel, the distinction is especially relevant because sizing problems can result in either outcome. A shopper who receives the wrong size may request a refund and leave, or exchange it for the size that actually works.

That makes the exchange experience an important part of revenue retention.

A well-designed process should make the available options clear and easy to understand, while collecting the reason for the return or exchange. That information can then be used to identify recurring problems in sizing, product information or fulfillment.

Handling the Returns You Can’t Prevent

Not every return is avoidable, and trying to eliminate them all isn’t the goal. What really matters, instead, is reducing the returns that come from preventable uncertainty, while making the ones you can’t prevent as frictionless as possible.

After all, how you handle a return decides whether that shopper buys from you again. That’s why it helps to treat every return as the last touchpoint in one purchase and, at the same time, the first touchpoint in the next.

So start by making the process easy and visible. Don’t make shoppers search for information about returns after they’ve already placed an order. Instead, explain the policy clearly before purchase and keep it easy to access throughout the customer journey. 

Of course, a good return experience won’t eliminate the cost of the return itself, but it can still reduce operational friction and, more importantly, protect the relationship with the customer.

Just as important, though, is keeping the experience human. Automation can certainly make returns faster, but the customer experience still matters just as much. A clear process, quick communication and a genuinely helpful interaction can make all the difference between a customer who simply returns an item and one who returns an item and never comes back. 

In the end, returns should be treated not just as an operational process, but as a customer-retention touchpoint in its own right.

Read also: A Practical Framework for Great E-commerce Customer Service in Fashion

Return Rate vs. Return Reason: What Should Retailers Track?

Return rate tells you how often products come back. On the other hand, return reason tells you why they come back.

Those metrics answer different questions. A store with a 25% return rate could have a sizing problem, a fulfillment problem, a product-quality problem or a combination of several issues.

That’s why retailers should analyze returns by factors such as:

• Product and SKU
• Category
• Size
• Color
• Return reason
• Exchange vs. refund
• Product fit
• Customer segment

For example, if one product consistently comes back because shoppers say it runs small, the problem may not be the customer. The product description, size mapping or fit expectations may need to be reviewed.

Return data can therefore become a diagnostic tool for improving the shopping experience.

Return Reason vs. Fix: A Quick Reference

Return reason	Likely root cause	Recommended fix	Metric to monitor
Wrong size or fit	Size uncertainty or inconsistent sizing	Size recommendation, better size guidance and virtual try-on	Size-related return rate
Doesn’t match expectations	Incomplete product information	Better photography, descriptions, fit details and video	Product-related return rate
Delivery or product issue	Damage, wrong item or fulfillment error	Quality checks and better fulfillment controls	Fulfillment-related returns
Buyer’s remorse	Impulse purchase or unmet expectations	Clearer pre-purchase information and post-purchase experience	Return reason + repeat purchase
Cart or checkout error	UX problems or incorrect selections	Clearer size, color and quantity confirmation	Wrong-item return rate

Read also: What is your store’s return rate and how can you reduce it?

Turning Returns Into a Growth Signal

Returns shouldn’t be viewed only as a number to reduce. They can reveal where shoppers are experiencing uncertainty, where product information is insufficient and where operational processes are creating avoidable friction.

The most effective approach is therefore twofold: prevent avoidable returns before checkout and learn from the ones that still happen.

For apparel, that means paying particular attention to size and fit. Giving shoppers clearer product information, personalized size guidance and the confidence to make the right decision can address one of the most important sources of avoidable returns.

Ultimately, the goal isn’t zero returns. It’s fewer preventable returns and a better experience for the customers whose purchases don’t work out the first time.

For more strategies to improve your online store’s performance, make sure to read our guide on how to sell more without increasing ad spend. 

Frequently Asked Questions

What are the main causes of apparel returns?

The main causes vary by retailer and category, but common reasons include poor fit or sizing, products not matching expectations, delivery or quality problems, and changes of mind. Apparel is particularly susceptible to returns because shoppers cannot physically inspect or try on products before purchasing.

Why do shoppers order multiple sizes of the same item?

Shoppers may order multiple sizes when they are uncertain which one will fit. This behavior, known as size bracketing, allows them to compare sizes at home and return the ones that don’t work.

Can better size recommendations reduce apparel returns?

They can help address one of the most common sources of uncertainty in online apparel shopping: choosing the right size. The effectiveness depends on the quality of the recommendation, the product data and how accurately the experience reflects the retailer’s actual sizing.

What’s the difference between a size chart and a size recommendation tool?

A size chart provides measurements and product specifications. A size recommendation tool uses shopper and product information to recommend a size. In simple terms, a size chart provides the data; a recommendation tool helps turn that data into a decision.

Does virtual try-on replace size recommendation?

No. The two technologies address different questions. Size recommendation helps answer “What size should I buy?”, while virtual try-on helps answer “How might this product look on me?” They can therefore complement each other rather than replace one another.

Can a stricter return policy reduce apparel returns?

A stricter policy may discourage some returns, but it can also increase perceived purchase risk for shoppers who are uncertain about size or fit. Addressing that uncertainty before checkout can help prevent avoidable returns without relying solely on restrictions after purchase.

What’s a good return rate for a fashion e-commerce store?

There is no universal return-rate benchmark that indicates whether a fashion store is performing well, since rates vary by category, product, market, customer behavior and return policy. Even so, some reference points can help: industry averages for apparel sit around 20 to 30%, with footwear often higher, and anything below 15% usually signals that a store has solved size and fit well.

That’s why it’s best to track return rate by category and by reason rather than as a single number, since a 25% rate driven by fit problems and a 25% rate driven by damaged deliveries call for completely different fixes.

Can an apparel e-commerce store eliminate returns completely?

No. The realistic goal is not zero returns, but fewer avoidable returns. Some shoppers will change their minds, discover that a product isn’t right for them or experience issues that cannot be predicted before purchase.

How should fashion retailers measure returns?

Start with overall return rate, then break it down by product, category, size, return reason and refund versus exchange. This makes it easier to identify whether the problem comes from sizing, product information, fulfillment, quality or another part of the customer journey.

What is the difference between a return and an exchange?

A return sends the product back, generally for a refund. An exchange replaces the original product with another size, color or item. For apparel retailers, making exchanges easy can help retain revenue when the main problem is simply that the original size didn’t work.