GITNUXREPORT 2026

Ecommerce Return Statistics

Ecommerce returns are a costly and widespread problem across most online shopping categories.

Gitnux Team

Expert team of market researchers and data analysts.

First published: Feb 13, 2026

Our Commitment to Accuracy

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Key Statistics

Statistic 1

72% of consumers expect free returns, costing retailers $50B 2023

Statistic 2

94% of shoppers abandon carts if no free returns offered 2023 survey

Statistic 3

67% of online buyers check return policy before purchase 2022

Statistic 4

Millennials return 24% more than other generations online 2023

Statistic 5

55% of Gen Z use 'bracketing' - buy multiple sizes to try 2023

Statistic 6

81% prefer free shipping and returns for online shopping 2022 UK

Statistic 7

Only 39% repackage returns correctly, delaying processing 2023

Statistic 8

62% of returners admit to buying with intent to return 2023 US

Statistic 9

Women return online purchases 1.5x more than men 2022 data

Statistic 10

76% check reviews for return experiences before buying 2023

Statistic 11

Mobile shoppers return 15% higher rates than desktop 2023

Statistic 12

48% delay returns to avoid fees, holding items longer 2022

Statistic 13

89% expect returns within 30 days, 45% want 60+ days 2023

Statistic 14

Wardrobing (wear and return) in 8% of fashion returns 2023

Statistic 15

70% reshop returned items on same site if easy process 2022

Statistic 16

Parents return kids' items 22% more post-purchase trial 2023

Statistic 17

65% use returns to get free trials of products 2023 survey

Statistic 18

Urban consumers return 18% higher than rural online 2022

Statistic 19

52% photo-document returns for disputes 2023

Statistic 20

Boomers prefer in-store returns for online buys 41% of time 2023

Statistic 21

77% loyal to brands with seamless return experiences 2022

Statistic 22

Serial returners (5+ per year) make up 15% of customers 2023

Statistic 23

61% influenced by social proof on return leniency 2023

Statistic 24

International shoppers return 12% less due to shipping costs 2022

Statistic 25

68% expect instant refunds upon return label print 2023

Statistic 26

Subscription box returns 14% due to unwanted items 2023

Statistic 27

AI-driven 67% of consumers want virtual try-on to reduce returns 2023

Statistic 28

45% of bracketing happens in apparel via multiple purchases 2022

Statistic 29

360-degree views reduce returns by 25% per studies 2023

Statistic 30

Ecommerce returns cost US retailers $101 billion in 2023, including processing

Statistic 31

Global ecommerce returns value hit $1.07 trillion in 2023, 17% of GMV

Statistic 32

Apparel returns alone cost $25 billion annually in US lost sales 2023

Statistic 33

Reverse logistics for returns eats 15-20% of product cost per item 2022

Statistic 34

UK online retailers lost £7 billion to returns fraud in 2023

Statistic 35

Processing one ecommerce return costs $20-30 on average in 2023

Statistic 36

30% of returned items are never resold, leading to $50B waste 2023 US

Statistic 37

Holiday returns 2023 cost $73B in US, 16.5% of sales value

Statistic 38

Furniture returns financial hit $8.5B in North America 2022

Statistic 39

Returns fraud costs ecommerce $48B globally per year 2023

Statistic 40

Lost inventory from non-resalable returns $15B for fashion 2023

Statistic 41

Shipping refunds for returns average $10 per package US 2022

Statistic 42

Electronics returns disposal costs $2B annually worldwide 2023

Statistic 43

Beauty returns lead to 12% margin erosion per retailer 2023 avg

Statistic 44

Grocery returns add 5% to operational costs online 2022

Statistic 45

Resale value of returned goods only 50-70% of original 2023

Statistic 46

Warehousing returned items costs $4B yearly US ecommerce 2023

Statistic 47

Labor for return inspections $12B global spend 2022

Statistic 48

65% of retailers report returns hurt profitability >10% 2023 survey

Statistic 49

Toys returns financial loss $3.2B holiday 2023 US

Statistic 50

Pet products returns cost $1.1B in restocking 2022

Statistic 51

Baby goods returns erode 18% margins online 2023

Statistic 52

Office supplies returns $900M logistics cost 2022

Statistic 53

Auto parts returns $2.4B fraud losses 2023

Statistic 54

75% of retailers now charge for returns to curb abuse 2023 survey

Statistic 55

AR virtual fitting rooms cut apparel returns 38% in pilots 2023

Statistic 56

Size recommendation algorithms reduce fashion returns 22% 2022

Statistic 57

Free returns only for premium members dropped rates 15% 2023

Statistic 58

Automated return portals speed processing 40%, cut costs 2023

Statistic 59

Detailed product videos lower electronics returns 18% 2022 data

Statistic 60

Resale platforms for returns recover 65% value 2023 avg

Statistic 61

RFID tagging cuts inspection time 50% for returns 2023

Statistic 62

Third-party return centers reduce costs 30% for retailers 2022

Statistic 63

AI fraud detection blocks 25% bogus returns 2023 systems

Statistic 64

Keep returns policies limit free returns to 30 days, cut 20% volume

Statistic 65

3D body scanning apps drop fit returns 35% in fashion 2023

Statistic 66

Prepaid labels with tracking reduce disputes 45% 2022

Statistic 67

Liquidation auctions for returns yield 40% recovery 2023

Statistic 68

Customer selfies for returns verify condition, cut fraud 28%

Statistic 69

Predictive analytics flag high-return risk buyers 22% reduction 2023

Statistic 70

Eco-return incentives boost resale willingness 30% 2022

Statistic 71

Bundle pricing discourages bracketing by 17% 2023 tests

Statistic 72

Instant exchanges instead of refunds retain 55% customers 2023

Statistic 73

Blockchain for return tracking cuts errors 32% 2022 pilots

Statistic 74

Personalized size charts via ML reduce returns 26% 2023

Statistic 75

Donation programs for unsellable returns save 12% disposal costs

Statistic 76

Gamified loyalty for low-return buyers ups retention 40%

Statistic 77

Dynamic pricing on returns pages recovers 18% lost sales 2023

Statistic 78

Voice commerce previews lower impulse returns 21% 2022

Statistic 79

Sustainable packaging reduces damage returns 15% 2023

Statistic 80

Chatbot return initiations speed resolution 50%, satisfaction up

Statistic 81

Zero-return guarantees for select items boost sales 29% 2023

Statistic 82

Cross-border return partnerships cut int'l costs 35% 2022

Statistic 83

Machine learning sorts returns for fast-track resale 42% efficiency

Statistic 84

Fit issues account for 58% of all ecommerce apparel returns in 2023

Statistic 85

Wrong size was cited in 45% of fashion ecommerce returns globally in 2022

Statistic 86

Product defects caused 22% of US ecommerce returns in 2023

Statistic 87

Changed mind represented 28% of online returns in UK 2022 surveys

Statistic 88

Color mismatch led to 15% of home decor ecommerce returns in 2023

Statistic 89

Damaged in transit accounted for 18.5% of electronics returns online 2022

Statistic 90

Didn't like the style was 35% for footwear ecommerce returns in 2023

Statistic 91

Assembly/delivery issues caused 40% of furniture online returns 2023

Statistic 92

Quality not as expected in 25% of toy ecommerce returns holiday 2022

Statistic 93

Allergic reactions drove 12% of beauty product returns ecommerce 2023

Statistic 94

Wrong item received in 30% of grocery online returns 2022

Statistic 95

Functionality failure in 27% of sporting goods returns online 2023

Statistic 96

Pet size incompatibility 20% of pet supplies returns 2023

Statistic 97

Safety concerns 33% baby products ecommerce returns 2022

Statistic 98

Late delivery dissatisfaction 16% office supplies returns 2023

Statistic 99

Used/broken upon arrival 24% automotive parts online returns 2022

Statistic 100

Scent dissatisfaction 14% health products returns 2023

Statistic 101

Gift mismatch 31% novelties returns holiday 2023

Statistic 102

Texture issues 17% jewelry returns ecommerce 2022

Statistic 103

Material quality 29% handbags returns online 2023

Statistic 104

Battery defects 21% watches returns 2022

Statistic 105

Prescription error 26% sunglasses online returns 2023

Statistic 106

Packaging damage 19% cosmetics returns 2023

Statistic 107

Fabric shrinkage 38% basics apparel returns 2022

Statistic 108

Warmth rating mismatch 23% outerwear returns 2023

Statistic 109

Books damaged 11% media returns ecommerce 2023

Statistic 110

In 2023, the average ecommerce return rate across all industries was 24.4%, up from 20.8% in 2021

Statistic 111

US ecommerce apparel return rates reached 24% in 2022, compared to 8-10% for brick-and-mortar stores

Statistic 112

Online fashion returns averaged 30-40% globally in 2023, driven by fit issues

Statistic 113

Home goods ecommerce returns stood at 15% in 2022, higher than electronics at 12%

Statistic 114

During 2023 holiday season, US ecommerce returns hit 26.6% of purchases, totaling $73 billion

Statistic 115

UK online returns rate was 27.3% in 2022, with fashion at 37%

Statistic 116

Electronics ecommerce return rate averaged 11.5% in 2023 due to technical defects

Statistic 117

In 2023, beauty product returns in ecommerce were 9.2%, lower than apparel but rising with personalization demands

Statistic 118

Grocery ecommerce returns were 5.8% in 2022, mainly spoilage-related

Statistic 119

Footwear ecommerce returns hit 28% in 2023, primarily sizing mismatches

Statistic 120

Toys and games saw 18.4% return rates in US ecommerce during 2022 holidays

Statistic 121

Furniture online returns averaged 22% in 2023, due to assembly issues

Statistic 122

Jewelry ecommerce returns were 12.7% in 2022, often for style changes

Statistic 123

Sporting goods online returns reached 20.1% in 2023, fit and quality concerns

Statistic 124

Books and media ecommerce returns low at 4.2% in 2023, mainly defects

Statistic 125

Automotive parts online returns 14.8% in 2022, compatibility issues

Statistic 126

Pet supplies ecommerce returns 10.5% in 2023, sizing for accessories

Statistic 127

Baby products online returns 16.3% in 2022, safety concerns primary

Statistic 128

Office supplies ecommerce returns 7.9% in 2023, wrong item shipped

Statistic 129

Global ecommerce returns volume reached $1.07 trillion in 2023

Statistic 130

In Q4 2023, mobile-driven ecommerce returns surged 35% YoY

Statistic 131

Luxury goods online returns averaged 15.2% in 2023, higher expectations

Statistic 132

Health products ecommerce returns 8.4% in 2022, expiration issues

Statistic 133

Gifts and novelties saw 25.6% returns in holiday 2023 ecommerce

Statistic 134

Handbags and accessories online returns 22.7% in 2023

Statistic 135

Watches ecommerce returns 13.1% in 2022, functionality defects

Statistic 136

Sunglasses online returns 19.8% in 2023, fit and style

Statistic 137

Cosmetics ecommerce returns rose to 10.3% in 2023, allergy reactions

Statistic 138

Apparel basics like t-shirts had 32.4% return rates online in 2022

Statistic 139

Outerwear ecommerce returns 26.9% in winter 2023, sizing variances

Trusted by 500+ publications
Harvard Business ReviewThe GuardianFortune+497
Imagine this: nearly one in four online purchases will be sent right back, with the global ecommerce return problem ballooning into a staggering $1.07 trillion headache for retailers in 2023.

Key Takeaways

  • In 2023, the average ecommerce return rate across all industries was 24.4%, up from 20.8% in 2021
  • US ecommerce apparel return rates reached 24% in 2022, compared to 8-10% for brick-and-mortar stores
  • Online fashion returns averaged 30-40% globally in 2023, driven by fit issues
  • Fit issues account for 58% of all ecommerce apparel returns in 2023
  • Wrong size was cited in 45% of fashion ecommerce returns globally in 2022
  • Product defects caused 22% of US ecommerce returns in 2023
  • Ecommerce returns cost US retailers $101 billion in 2023, including processing
  • Global ecommerce returns value hit $1.07 trillion in 2023, 17% of GMV
  • Apparel returns alone cost $25 billion annually in US lost sales 2023
  • 72% of consumers expect free returns, costing retailers $50B 2023
  • 94% of shoppers abandon carts if no free returns offered 2023 survey
  • 67% of online buyers check return policy before purchase 2022
  • 75% of retailers now charge for returns to curb abuse 2023 survey
  • AR virtual fitting rooms cut apparel returns 38% in pilots 2023
  • Size recommendation algorithms reduce fashion returns 22% 2022

Ecommerce returns are a costly and widespread problem across most online shopping categories.

Consumer Behavior

  • 72% of consumers expect free returns, costing retailers $50B 2023
  • 94% of shoppers abandon carts if no free returns offered 2023 survey
  • 67% of online buyers check return policy before purchase 2022
  • Millennials return 24% more than other generations online 2023
  • 55% of Gen Z use 'bracketing' - buy multiple sizes to try 2023
  • 81% prefer free shipping and returns for online shopping 2022 UK
  • Only 39% repackage returns correctly, delaying processing 2023
  • 62% of returners admit to buying with intent to return 2023 US
  • Women return online purchases 1.5x more than men 2022 data
  • 76% check reviews for return experiences before buying 2023
  • Mobile shoppers return 15% higher rates than desktop 2023
  • 48% delay returns to avoid fees, holding items longer 2022
  • 89% expect returns within 30 days, 45% want 60+ days 2023
  • Wardrobing (wear and return) in 8% of fashion returns 2023
  • 70% reshop returned items on same site if easy process 2022
  • Parents return kids' items 22% more post-purchase trial 2023
  • 65% use returns to get free trials of products 2023 survey
  • Urban consumers return 18% higher than rural online 2022
  • 52% photo-document returns for disputes 2023
  • Boomers prefer in-store returns for online buys 41% of time 2023
  • 77% loyal to brands with seamless return experiences 2022
  • Serial returners (5+ per year) make up 15% of customers 2023
  • 61% influenced by social proof on return leniency 2023
  • International shoppers return 12% less due to shipping costs 2022
  • 68% expect instant refunds upon return label print 2023
  • Subscription box returns 14% due to unwanted items 2023
  • AI-driven 67% of consumers want virtual try-on to reduce returns 2023
  • 45% of bracketing happens in apparel via multiple purchases 2022
  • 360-degree views reduce returns by 25% per studies 2023

Consumer Behavior Interpretation

Today's shopper demands a generous return policy as their new shopping cart, with retailers footing a massive bill for the privilege, while consumers engage in a complex ballet of bracketing, wardrobing, and strategic delays, proving that convenience has become the ultimate currency and returns are now a core feature of the online experience.

Financial Impacts

  • Ecommerce returns cost US retailers $101 billion in 2023, including processing
  • Global ecommerce returns value hit $1.07 trillion in 2023, 17% of GMV
  • Apparel returns alone cost $25 billion annually in US lost sales 2023
  • Reverse logistics for returns eats 15-20% of product cost per item 2022
  • UK online retailers lost £7 billion to returns fraud in 2023
  • Processing one ecommerce return costs $20-30 on average in 2023
  • 30% of returned items are never resold, leading to $50B waste 2023 US
  • Holiday returns 2023 cost $73B in US, 16.5% of sales value
  • Furniture returns financial hit $8.5B in North America 2022
  • Returns fraud costs ecommerce $48B globally per year 2023
  • Lost inventory from non-resalable returns $15B for fashion 2023
  • Shipping refunds for returns average $10 per package US 2022
  • Electronics returns disposal costs $2B annually worldwide 2023
  • Beauty returns lead to 12% margin erosion per retailer 2023 avg
  • Grocery returns add 5% to operational costs online 2022
  • Resale value of returned goods only 50-70% of original 2023
  • Warehousing returned items costs $4B yearly US ecommerce 2023
  • Labor for return inspections $12B global spend 2022
  • 65% of retailers report returns hurt profitability >10% 2023 survey
  • Toys returns financial loss $3.2B holiday 2023 US
  • Pet products returns cost $1.1B in restocking 2022
  • Baby goods returns erode 18% margins online 2023
  • Office supplies returns $900M logistics cost 2022
  • Auto parts returns $2.4B fraud losses 2023

Financial Impacts Interpretation

In the staggering theater of modern retail, returns have become the silent but prolific anti-sale, where one in six dollars walks back out the door, dragging a multi-billion dollar shadow of waste, fraud, and logistical heartache behind it.

Mitigation Strategies

  • 75% of retailers now charge for returns to curb abuse 2023 survey
  • AR virtual fitting rooms cut apparel returns 38% in pilots 2023
  • Size recommendation algorithms reduce fashion returns 22% 2022
  • Free returns only for premium members dropped rates 15% 2023
  • Automated return portals speed processing 40%, cut costs 2023
  • Detailed product videos lower electronics returns 18% 2022 data
  • Resale platforms for returns recover 65% value 2023 avg
  • RFID tagging cuts inspection time 50% for returns 2023
  • Third-party return centers reduce costs 30% for retailers 2022
  • AI fraud detection blocks 25% bogus returns 2023 systems
  • Keep returns policies limit free returns to 30 days, cut 20% volume
  • 3D body scanning apps drop fit returns 35% in fashion 2023
  • Prepaid labels with tracking reduce disputes 45% 2022
  • Liquidation auctions for returns yield 40% recovery 2023
  • Customer selfies for returns verify condition, cut fraud 28%
  • Predictive analytics flag high-return risk buyers 22% reduction 2023
  • Eco-return incentives boost resale willingness 30% 2022
  • Bundle pricing discourages bracketing by 17% 2023 tests
  • Instant exchanges instead of refunds retain 55% customers 2023
  • Blockchain for return tracking cuts errors 32% 2022 pilots
  • Personalized size charts via ML reduce returns 26% 2023
  • Donation programs for unsellable returns save 12% disposal costs
  • Gamified loyalty for low-return buyers ups retention 40%
  • Dynamic pricing on returns pages recovers 18% lost sales 2023
  • Voice commerce previews lower impulse returns 21% 2022
  • Sustainable packaging reduces damage returns 15% 2023
  • Chatbot return initiations speed resolution 50%, satisfaction up
  • Zero-return guarantees for select items boost sales 29% 2023
  • Cross-border return partnerships cut int'l costs 35% 2022
  • Machine learning sorts returns for fast-track resale 42% efficiency

Mitigation Strategies Interpretation

The retail industry is waging a multi-front war on the costly chaos of returns, deploying everything from AI gatekeepers and virtual fitting rooms to eco-incentives and liquidation gambits to turn a logistical nightmare into a salvage operation.

Reasons for Returns

  • Fit issues account for 58% of all ecommerce apparel returns in 2023
  • Wrong size was cited in 45% of fashion ecommerce returns globally in 2022
  • Product defects caused 22% of US ecommerce returns in 2023
  • Changed mind represented 28% of online returns in UK 2022 surveys
  • Color mismatch led to 15% of home decor ecommerce returns in 2023
  • Damaged in transit accounted for 18.5% of electronics returns online 2022
  • Didn't like the style was 35% for footwear ecommerce returns in 2023
  • Assembly/delivery issues caused 40% of furniture online returns 2023
  • Quality not as expected in 25% of toy ecommerce returns holiday 2022
  • Allergic reactions drove 12% of beauty product returns ecommerce 2023
  • Wrong item received in 30% of grocery online returns 2022
  • Functionality failure in 27% of sporting goods returns online 2023
  • Pet size incompatibility 20% of pet supplies returns 2023
  • Safety concerns 33% baby products ecommerce returns 2022
  • Late delivery dissatisfaction 16% office supplies returns 2023
  • Used/broken upon arrival 24% automotive parts online returns 2022
  • Scent dissatisfaction 14% health products returns 2023
  • Gift mismatch 31% novelties returns holiday 2023
  • Texture issues 17% jewelry returns ecommerce 2022
  • Material quality 29% handbags returns online 2023
  • Battery defects 21% watches returns 2022
  • Prescription error 26% sunglasses online returns 2023
  • Packaging damage 19% cosmetics returns 2023
  • Fabric shrinkage 38% basics apparel returns 2022
  • Warmth rating mismatch 23% outerwear returns 2023
  • Books damaged 11% media returns ecommerce 2023

Reasons for Returns Interpretation

Even when we click 'buy,' the fundamental laws of physics, chemistry, and human whim still govern our satisfaction, proving that until we invent teleporting fitting rooms and psychic product descriptions, the gap between expectation and reality will remain e-commerce's most expensive open tab.

Return Rates

  • In 2023, the average ecommerce return rate across all industries was 24.4%, up from 20.8% in 2021
  • US ecommerce apparel return rates reached 24% in 2022, compared to 8-10% for brick-and-mortar stores
  • Online fashion returns averaged 30-40% globally in 2023, driven by fit issues
  • Home goods ecommerce returns stood at 15% in 2022, higher than electronics at 12%
  • During 2023 holiday season, US ecommerce returns hit 26.6% of purchases, totaling $73 billion
  • UK online returns rate was 27.3% in 2022, with fashion at 37%
  • Electronics ecommerce return rate averaged 11.5% in 2023 due to technical defects
  • In 2023, beauty product returns in ecommerce were 9.2%, lower than apparel but rising with personalization demands
  • Grocery ecommerce returns were 5.8% in 2022, mainly spoilage-related
  • Footwear ecommerce returns hit 28% in 2023, primarily sizing mismatches
  • Toys and games saw 18.4% return rates in US ecommerce during 2022 holidays
  • Furniture online returns averaged 22% in 2023, due to assembly issues
  • Jewelry ecommerce returns were 12.7% in 2022, often for style changes
  • Sporting goods online returns reached 20.1% in 2023, fit and quality concerns
  • Books and media ecommerce returns low at 4.2% in 2023, mainly defects
  • Automotive parts online returns 14.8% in 2022, compatibility issues
  • Pet supplies ecommerce returns 10.5% in 2023, sizing for accessories
  • Baby products online returns 16.3% in 2022, safety concerns primary
  • Office supplies ecommerce returns 7.9% in 2023, wrong item shipped
  • Global ecommerce returns volume reached $1.07 trillion in 2023
  • In Q4 2023, mobile-driven ecommerce returns surged 35% YoY
  • Luxury goods online returns averaged 15.2% in 2023, higher expectations
  • Health products ecommerce returns 8.4% in 2022, expiration issues
  • Gifts and novelties saw 25.6% returns in holiday 2023 ecommerce
  • Handbags and accessories online returns 22.7% in 2023
  • Watches ecommerce returns 13.1% in 2022, functionality defects
  • Sunglasses online returns 19.8% in 2023, fit and style
  • Cosmetics ecommerce returns rose to 10.3% in 2023, allergy reactions
  • Apparel basics like t-shirts had 32.4% return rates online in 2022
  • Outerwear ecommerce returns 26.9% in winter 2023, sizing variances

Return Rates Interpretation

While the digital wardrobe is infinitely spacious, it seems our collective inability to guess our own size, coupled with a 'buy now, figure it out later' mentality, has created a tidal wave of returns so vast it could clothe a small nation—in slightly wrong-fitting sweaters.

Sources & References