Introduction: Returns have become a massive and costly aspect of U.S. ecommerce, especially in apparel, footwear and accessories. In 2024, U.S. retailers expect nearly 17% of their online sales to be returned, amounting to an estimated $890 billion in merchandise . Fashion categories lead in return rates – for example, online apparel purchases are returned at roughly 26%, higher than any other product category. Shoppers have grown accustomed to lenient, free-return policies (thanks to pioneers like Zappos and Amazon), making a smooth returns experience crucial for customer loyalty. Over 75% of U.S. consumers say free returns influence where they shop, and 67% won’t return to a retailer after a bad returns experience. However, catering to these expectations has turned returns into a major pain point that can erode margins and strain operations. Retailers now face a delicate balancing act: enabling hassle-free returns to drive sales and loyalty, while containing the soaring costs, fraud, and logistical headaches that come with reverse logistics. Below we identify the top five challenges in managing returns for online fashion retailers – and how each undermines business growth, operational efficiency, cost management, and efforts to make returns a “circular” part of the business rather than a pure cost center. 

1. Surging Return Rates Driven by Customer Behavior and Expectations 

Clothing and footwear lead in ecommerce return rates. Apparel has the highest return incidence among online purchases – for example, 26% of online shoppers have returned clothing in the past year, versus only 11% for electronics . This reflects how common it is for customers to send back fashion items, whether due to fit issues, bracketing (ordering multiple sizes or styles with the intent to return most), or changing their minds. High return rates in apparel and footwear – often ranging from 25% up to 40% – far exceed those in other retail sectors. This challenge has grown over time: as online shopping surged (especially post-2020), return volumes climbed steadily. In fact, the overall e-commerce return rate in the U.S. increased to 18% of all online orders in 2023 (up from 17% in 2022) , and fashion retailers report even higher percentages. 

Several consumer behaviors amplify these return rates. Bracketing – where shoppers buy multiple variants of a product (sizes, colors) knowing they will send back what doesn’t work – is now routine. Over half of Gen Z shoppers (51%) admit to bracketing purchases , and one study found 63% of online shoppers regularly bracket when sizing is uncertain . Likewise, wardrobing – buying an item to wear once (e.g. for an event) and then return it – has become prevalent. A recent 2024 survey revealed 69% of shoppers acknowledge “wardrobing” behavior . Consumers have come to view free, easy returns as an entitlement (“at-home fitting rooms”), which fuels higher return volume. Retailers like Amazon trained customers to expect no-questions-asked returns, boosting sales but also returns. Now if merchants tighten policies, they risk losing business – 80% of shoppers said they stopped buying from a retailer after it introduced stricter return policies . In short, generous return policies have driven growth but also normalized frequent returns as part of the online shopping experience. 

Impact: These surging return rates directly undermine profit growth and efficiency. Every returned item represents a sale that wasn’t final – requiring the retailer to reverse revenue and bear added handling costs. High return volumes strain operational capacity, especially in peak seasons (return rates jump ~17% higher than average during holidays) , forcing retailers to hire extra staff or 3PL support just to cope with the flood of returns. The need to offer free return shipping and quick refunds (to meet customer expectations) piles on additional costs, eating into margins. Thus, while lenient returns can stimulate sales upfront, the back-end consequence is a hefty operational load and cost burden that can slow overall business growth. Moreover, the sheer volume makes it harder to implement any circular or resale strategy – when one in every 3 or 4 apparel items sold comes back, it creates a glut of reverse flow that retailers struggle to efficiently inspect, re-stock or resell, often leading to backlogs and value loss. 

2. Escalating Costs of Returns Eroding Profit Margins 

Handling returns has turned into a significant cost center for fashion e-commerce, threatening profitability. On average, the cost to process a return is about 20%–30% of the item’s price – roughly 27% on average in 2024 – which can wipe out as much as half of the product’s profit margin . These costs come from multiple sources: two-way shipping (out to customer and back), labor for receiving and inspecting returns, repackaging and restocking, and often customer service time for return inquiries or refund processing. If an item can’t be resold at full price, the retailer also loses margin through markdowns or liquidation (more on that in Challenge 5). All told, for every $1 in returned merchandise, retailers incur a substantial financial hit – one estimate pegs it at $10.40 in costs per $100 of returned goods once all factors (shipping, handling, fraud, etc.) are accounted for.

Several trends have made return costs spike in recent years. During the pandemic, logistics costs soared – at one point international shipping rates were 50%+ above trend – driving up the price of shuttling returns. Inflation and higher labor rates have also raised the expense of processing each return. Additionally, many returns require multiple “touches” in the supply chain, which adds cost with each handoff. Studies find that returned items may be handled 6+ times on average before being back on shelf (e.g. from customer to carrier, to returns center, to inspection, to refurbishment, etc.) . Every extra touch means extra labor and opportunity for error or damage, inflating the total cost per return.  

Retailers historically treated returns as a cost of doing business (often offering free returns to stay competitive), but the exorbitant cumulative cost is now impossible to ignore. U.S. return totals rose from $761 billion in 2021 to $816 billion in 2022 , and are approaching $890 billion in 2024 – a burden “more than the US defense budget,” as one report quipped . Facing this reality, 73% of retailers now say returns are a moderate or severe problem for their business. The impact on cost management and profit is clear: resources spent on reverse logistics directly eat into the bottom line, turning what should be revenue-driving sales into net losses. This can stifle growth by forcing retailers to allocate millions to returns handling rather than to new inventory, marketing or expansion. Many brands have responded by experimenting with ways to offset return costs – for instance, over 66% of retailers by early 2023 started adding return shipping or restocking fees to recoup some losses . Major apparel players like Abercrombie, Neiman Marcus, Zara, and others now deduct a fee (around $4–$10) for online returns . While these fees slightly reduce cost pressures, they risk alienating customers, showing the difficult trade-off. In summary, the rising expenses of reverse logistics have made returns management a financial headache that directly erodes profit margins and demands new budgeting strategies. 

3. Return Fraud and Abuse Undermining Profit and Operations 

Another formidable challenge is the high rate of fraudulent or abusive returns in the apparel/footwear sector. Liberal return policies have unfortunately opened the door to savvy bad actors and opportunistic behavior. Retailers report that return fraud has surged, comprising an estimated 10–15% of all returns in recent years . In 2023, return fraud rates jumped to 13.7% of returns (up from 10.4% in 2022) . In dollar terms, fraudulent returns cost U.S. merchants over $100 billion in 2023 alone – a loss that directly hits the bottom line. Apparel is particularly vulnerable, with wardrobing (returning used clothing) and renting/returning for free being common forms of abuse in fashion. In fact, over two-thirds of shoppers (69%) admit to “wardrobing” – buying items like dresses or shoes to wear once or twice and then sending them back for a refund . This essentially turns the retailer into a free rental service, leaving them with a used item they often cannot resell as new. 

Other fraud tactics include returning stolen merchandise (or using fake receipts) for credit, and “switching” scams (returning a different or counterfeit item in place of the original). Industry data shows used/worn merchandise and stolen goods made up the largest share of return fraud methods in 2023 . Organized retail crime rings even exploit returns by shoplifting apparel in bulk and then returning it for refunds or gift cards. Additionally, some customers abuse lenient policies by falsely claiming an item was never delivered or was defective to get a refund while keeping the product. Retailers also face “friendly fraud” where customers exaggerate return reasons to avoused/worn merchandise and stolen goods made up the largest share of return fraud methods in 2023id restocking fees – e.g. 76% of shoppers admit to fibbing about why they’re returning an item to avoid a penalty . 

The consequences of return fraud are severe: for every $100 in returns accepted, retailers lose about $10 to fraud and abuse on average . These losses shrink margins and effectively turn the returns process into a leak for revenue. Beyond direct financial loss, fraud creates operational drag – stores must implement verification steps, train staff to spot abuse, and handle more disputes, all of which add friction and cost. Many retailers rank fighting return fraud as a top priority: in one executive survey, 54% said minimizing fraudulent returns was their biggest challenge (second only to overall returns cost) . However, attempts to crack down (stricter policies, shorter return windows, restocking fees) often conflict with the customer experience – as noted, tough policies can drive shoppers away . This puts retailers in a bind: how to protect against abuse without hurting loyalty? From a growth perspective, unchecked return fraud siphons off profits that could be invested in the business, and it may force companies to raise prices to compensate, making them less competitive. It also impedes any “circular” returns strategy, since fraudulent returns (e.g. worn-out clothes or fake items) usually can’t be productively resold or reused – they are pure loss. In summary, return fraud and abuse remain a significant hurdle, turning the returns department into a source of shrinkage and requiring careful management to avoid further damage to margins and trust. 

4. Inefficient Reverse Logistics and Operational Strains 

While forward logistics (shipping new orders out) has become highly optimized in e-commerce, reverse logistics (handling returns) is often inefficient and lagging, creating a major operational challenge. Traditional retail supply chains were not designed for massive product flows going back from customers, and it shows: processing returns tends to be slower, more labor-intensive, and less technologically integrated than fulfillment of new orders. One issue is fragmentation and lack of integration in systems – for instance, in many apparel companies, the online sales inventory is separate from store inventory, and a returned online purchase to a physical store may “not end up back on the shelf” at that store due to system limitations . Instead, that item might be sent to an e-commerce warehouse or a third-party processor, incurring extra transport and handling. These convoluted workflows lead to high cycle times. Every day a return spends in transit or sitting in a processing center is a day it’s not available for resale, risking markdown or obsolescence (especially for fast-fashion items with short seasons). 

Another inefficiency is the manual work involved. Returns often require inspection for damage or wear, verifying if all tags/accessories are present, repackaging, and deciding whether the item can be restocked or must be routed elsewhere (clearance, donation, etc.). Unlike outgoing orders, which are uniform processes, each returned item might need individual assessment. Warehouse staff, who excel at picking and packing new orders, may not be trained or equipped for the “triage” of returned apparel (e.g. spotting makeup stains on a blouse or smelling perfume on a dress) . This slows down processing and can lead to errors (like returning a flawed item to stock). High return volumes exacerbate the strain: warehouses can get overwhelmed with bins of unsorted returns, leading to backlogs. During peak periods after holidays or major sales, retailers often must hire temporary teams or outsource to 3PLs just to handle the returns influx . About 40% of retailers planned to engage third-party logistics providers and 34% to add seasonal staff for returns during the 2024 holiday rush , highlighting how substantial the operational burden is. 

All these inefficiencies hurt operational efficiency and cost management. Extra touches and delays mean each return costs more in labor and lost value. For example, retailers report that returns go through 6 or more touchpoints on average before being ready for resale, adding cost at each step . One study noted that failing to add value at each touch is essentially “unnecessary financial cost and missed opportunity” to recover value . Inefficient reverse logistics also dent customer satisfaction: if it takes too long to process a return, customers wait longer for refunds, which is one of their top pain points. Nearly three-quarters of consumers expect a refund credit within 5 days of the retailer receiving a return , and slow refunds (or having to print labels and find packaging) are cited as major frustrations by shoppers . Thus, clunky returns processes can erode goodwill and loyalty, the opposite of the intended effect of a “seamless” returns experience. Lastly, these logistical inefficiencies impede any circular strategy. To turn returns into an asset (for example, by reselling them quickly), retailers need speedy, efficient handling. If an item languishes for weeks in a returns pile, it may miss its resell window or go out of season, reducing its recovery value. In short, outdated and inefficient reverse logistics operations are a key challenge that leaves retailers with higher costs, unhappy customers, and lost opportunities to reclaim value from returned stock. 

5. Limited Inventory Recovery and Circular Reuse of Returns 

A critical challenge for turning returns from a cost center into a business asset is the difficulty of recovering value from returned merchandise. Far too often, returned goods in the apparel and footwear sector fail to make it back into primary inventory at full value. Even though the vast majority of returns aren’t defective (only ~20% have quality issues), retailers can resell less than half of returns at full price . Many returned items must be marked down, liquidated, or discarded because they are out of season, have minor signs of wear, or simply cost more to process than they’re worth. For fashion items, timing is everything: a blouse returned at the end of a 30-day window might miss the selling season for that style, forcing a clearance sale . One analysis found that for every $50 worth of apparel returned, the retailer ultimately loses $5–$15 in value on average just from the markdowns and handling – a loss that compounds on top of direct processing costs . 

Breakdown of costs associated with a typical apparel return. When an item is returned, retailers incur direct costs for transportation and processing, as well as indirect losses from markdowns or liquidation if the item can’t be sold at full price. All told, these factors can mean losing a significant portion of the item’s value. Research by Optoro shows that only about 48% of returned merchandise gets resold at full price, which “compounds the cost of return processing” . In fact, by the time you account for shipping back, labor, repackaging, and discounting, a retailer might recover only roughly $$17 on a $$50 item – effectively losing the other $33 to the returns process . These losses add up across millions of units, turning returns into a major drag on profitability.

Beyond dollars, there’s also a sustainability and waste problem tied to poor inventory recovery. Returned products that aren’t efficiently repurposed often end up in secondary markets or landfills. It’s estimated that U.S. returns generate 5 to 9 billion pounds of landfill waste each year . In apparel, some fast-fashion retailers find it cheaper to dispose of low-cost returns than to process them, which undercuts any circular economy ambitions. One industry expert noted “the vast majority of returns never make it back to shelves – they end up at liquidation sales or in landfills (about 40% of returns go to landfill)” . This not only represents lost recovery value but also harms retailers’ sustainability goals and brand image. With consumers increasingly concerned about environmental impact, the inability to re-integrate returned goods into a circular lifecycle is a growing challenge. Retailers recognize this pain: 54% of retail executives said increasing the financial recovery from returns is a key focus , and new startups are emerging to help resell “unsellable” returns (e.g. marketplaces for open-box or slightly damaged apparel) . However, these solutions are nascent, and many brands still lack robust channels to refurbish or resell returned items at scale. The result is a glut of perfectly usable fashion products that end up sold for pennies on the dollar or destroyed, representing a huge missed opportunity to recoup costs or even generate new sales. Until retailers can efficiently inspect, process, and redirect returns to the right outlet (be it back to stock, an off-price channel, or recycling), returns will remain a largely one-way drain. Overcoming this challenge is central to making returns part of a “circular logistics” strategy – but currently, limited inventory recovery keeps returns squarely in the liability column for most fashion e-commerce players. 

Conclusion: Each of these five challenges – surging return volumes, high return costs, fraud/abuse, reverse logistics inefficiencies, and poor value recovery – contributes to returns being viewed as a costly headache rather than a strategic asset. They collectively impact all facets of a retailer’s performance: growth (excessive returns eat into net sales and can upset customers if not handled well), operational efficiency (reverse logistics complexity slows down the supply chain), cost management (processing and fraud losses erode margins), and the vision of a circular economy (most returns today fail to be reintegrated productively, creating waste). These pain points, highlighted by recent 2024–2025 industry studies and retailer surveys, paint a clear picture of why returns management has moved to the forefront of retail strategy discussions. Understanding these challenges in detail is the first step toward developing solutions that can transform returns from a pure cost center into a viable, even beneficial, part of the business model. The next phase is to explore how retailers and solution providers can address each issue – from better fraud detection and smarter return logistics to innovations in resale and refurbishment – but the above challenges set the stage by defining the problem that any returns-focused initiative must solve . 

Sources: 

• National Retail Federation (2024), Consumer Returns in the Retail Industry  

• Optoro “2024 Returns Unwrapped” Report via DC Velocity (Feb 2025)  

• Radial Inc. (2024), High Rate of Returns Fraud Vexes Retailers  

• ReturnPro (2023), Rising Costs of Returns  

• 3DLook (2023), Apparel Return Rates – Stats  

• Business of Fashion (Nov 2024), “Reselling the Unsellable”  

• The Guardian (Dec 2023), “Landfills and liquidation: Online returns’ waste”  

Here’s how TheReturn strategically addresses each of them. 

First, Quick Context: What TheReturn Returns Actually Is

TheReturn is building a certified returns network leveraging high-touch locations (dry cleaners, specialty stores, etc.) and providing fraud inspection, return scanning, and reverse logistics. 

PackageHub Returns provides software infrastructure and national retail access across 5,500+ shipping and drop-off stores. It controls in-store workflow, refund triggers, and merchant reporting. 

Together, they form a distributed, merchant-led returns platform that’s designed to: 

• Prevent fraud at the door 

• Digitize in-store returns workflows 

• Orchestrate carrier pickup 

• Trigger instant refunds 

• Enable circular logistics 

How TheReturn Solves the Top 5 Challenges 

✅ 1. Surging Return Volumes (Customer Expectations, Bracketing, Wardrobing) 

Problem Recap: Consumers expect free/easy returns and are trained to over-order (bracket), leading to 25–40% return rates in fashion. 

How We Help: 

• No-box/no-label returns reduce friction but also create a controlled touchpoint. We capture reason codes, inspect condition, and scan at drop-off. 

• Instant refund options encourage faster returns, reducing trunk time and improving resale opportunity. 

• Software can flag chronic bracketers or abusers over time and allow brands to adjust policies (e.g., store credit only). 

• Enables brands to differentiate high-LTV customers from opportunistic ones, tailoring return options accordingly. 

🟢 Result: Less delay, more data, better behavior segmentation. We don’t stop returns — we redirect them into revenue-positive flows. 

✅ 2. Return Costs Eating Into Margins 

Problem Recap: Average apparel return costs $10–$20 to process. Return shipping, labor, and markdowns all stack up. 

How We Help: 

• Consolidated in-store drop-offs reduce both first-mile and last-mile shipping costs. We route returns direct to hubs, not back to DCs. 

• Scheduled carrier sweeps (GLS, FedEx, LastMile, etc.) reduce cost per parcel by building density and bundling volume. 

• By shifting returns from carrier depots to certified retail locations, we reduce surcharges, lost packages, and excess fees. 

• Label-less returns reduce printing, packaging, and call center costs. 

🟢 Result: Total cost per return drops significantly — we remove friction and logistics waste at every step. 

✅ 3. Return Fraud and Abuse 

Problem Recap: Fraud and wardrobing cost U.S. retailers over $100B/year. Apparel is the most abused category. 

How We Help: 

• Fraud prevention happens at the door. Unlike mail-in or porch drop-offs, our network inspects items before they’re accepted. 

• No more returning a box of rocks. Our store associates check for: 

• Product match 

• Obvious use/wear 

• Tampering or swaps 

• Instant scanning locks the return event, adding a chain of custody to prevent abuse. 

• Over time, brands can build a profile of return behavior — and limit access to abusers. 

🟢 Result: We stop bad returns before they enter the system, which no carrier return label can do. 

✅ 4. Inefficient Reverse Logistics 

Problem Recap: Most returns bounce around inefficiently — from doorstep to carrier, to DC, to liquidation — with multiple handoffs and delays. 

How We Help: 

• PackageHub controls the store-level workflow: scan → bag → drop into daily pickup bin. 

• TheReturn manages directed transport, not just random carrier returns. We route by merchant, item type, and resale channel. 

• Instant scan data creates dock-level visibility for merchants, enabling refund triggers, restock prep, and warehouse labor planning. 

• We reduce the average return cycle time from 10–14 days to as little as 2–4 days. 

🟢 Result: Our closed-loop logistics cuts cost and time in half, making returns profitable again. 

✅ 5. Limited Recovery and Circular Reuse 

Problem Recap: Only 48% of returns are resold at full value. The rest are marked down, liquidated, or trashed. 

How We Help: 

• Returns enter a scannable, trackable pipeline from the moment they’re dropped off. 

• Smart sortation and routing at drop-off or hub enables: 

• Restock (Grade A) 

• Refurbish (Grade B) 

• Resell on marketplaces 

• Route to donation or recycling 

• We work with resale partners and allow brands to recapture value by sending returns to resale or recommerce platforms. 

• Returns can also be routed back to retail stores for resale, not just to DCs. 

🟢 Result: Instead of tossing or liquidating, we turn returns into retail-ready, recommerce-ready, or donation-ready inventory. 

🧠 Strategic Summary: