Cart abandonment is still hovering near two thirds for e-commerce worldwide, with the global average at 69.82% in 2023, but the real story shows up in the gaps. Mobile carts abandoned at 85.65% while desktop sits at 67.23%, and unexpected costs like shipping and checkout surprises account for a huge share of why shoppers bounce. Let’s connect the reasons to the outcomes by category, device, and buyer behavior so you can see where carts are slipping most often.
Key Takeaways
- In 2023, the global e-commerce cart abandonment rate averaged 69.82% across all industries, primarily due to high shipping costs cited by 48% of users.
- US online shoppers abandoned 70.19% of shopping carts in Q4 2023, with unexpected costs responsible for 44% of cases.
- Mobile cart abandonment reached 85.65% in 2023, compared to 67.23% on desktop, highlighting UX friction on smaller screens.
- Global average cart value in e-commerce was $78.45 in 2023, varying by region and category.
- US average shopping cart value reached $102.34 during holiday season 2023.
- Mobile carts averaged $52.67 value in 2023, 35% lower than desktop's $81.23.
- Female shoppers dominate carts at 56.78% globally in 2023 demographics.
- Millennials (25-40) filled 48.23% of all e-commerce carts in 2023.
- Urban dwellers accounted for 67.89% of cart additions vs rural 32.11%.
- 54.44% of carts are abandoned on mobile devices globally in 2023.
- Desktop carts convert 1.5x higher than mobile at 2.34% vs 1.56% in 2023.
- iOS users abandon 76.23% of carts, Android 82.45% due to payment variances.
- Global e-commerce carts grew to 8.12 billion monthly active in 2023.
- Shopping cart software market valued at $12.34 billion in 2023, projected $25.67B by 2030.
- 2.71 billion online shoppers added items to carts monthly in 2023.
In 2023, most shoppers abandoned carts due to shipping and unexpected costs, especially on mobile.
Related reading
01 · Category
Abandonment Statistics19 stats
01
In 2023, the global e-commerce cart abandonment rate averaged 69.82% across all industries, primarily due to high shipping costs cited by 48% of users.
02
US online shoppers abandoned 70.19% of shopping carts in Q4 2023, with unexpected costs responsible for 44% of cases.
03
Mobile cart abandonment reached 85.65% in 2023, compared to 67.23% on desktop, highlighting UX friction on smaller screens.
04
2022 data shows 69.99% average abandonment rate, with extra fees causing 50% of drop-offs in fashion retail.
05
UK e-commerce abandonment hit 73.12% in 2023, driven by 39% of users finding checkout processes too long.
06
Electronics sector reported 75.64% cart abandonment in 2023, with stock availability issues at 28%.
07
Apparel industry's 2023 abandonment rate was 77.23%, with size/fit uncertainties contributing 35%.
08
During Black Friday 2023, abandonment spiked to 82.45% due to site crashes and long queues.
09
Guest checkout abandonment was 71.34% vs 62.87% for logged-in users in 2023 studies.
10
High shipping costs led to 54.76% abandonment in international orders per 2023 data.
11
In 2023, unexpected costs caused 48% of cart abandonment across 44 studies.
12
Checkout process too long or complicated led to 18% abandonment in 2023.
13
Lack of trusted payment methods accounted for 8% of abandons 2023.
14
Cart abandonment due to account creation requirement was 6% in 2023.
15
High shipping costs specifically caused 52% abandons in apparel 2023.
16
2023 Black Friday saw 79.8% abandonment from traffic overload.
17
Furniture category abandonment 81.2% due to visualization issues 2023.
18
Travel e-commerce carts abandoned 65.4% from dynamic pricing fears.
19
Subscription model carts had 55.7% abandonment from commitment fears.
Interpretation
Abandonment Statistics Interpretation
E-commerce carts have become digital ghost towns, haunted primarily by the unholy trinity of surprise fees, checkout labyrinths, and our collective terror of making a commitment.
02 · Category
Average Order Value18 stats
01
Global average cart value in e-commerce was $78.45in 2023, varying by region and category.
02
US average shopping cart value reached $102.34during holiday season 2023.
03
Mobile carts averaged $52.67value in 2023, 35% lower than desktop's $81.23.
04
Luxury goods carts averaged $450.78in 2023, driven by high-end fashion sales.
05
Grocery e-commerce carts hit $89.12average in 2023, boosted by bulk buying.
06
Electronics carts averaged $234.56in Q3 2023, with smartphones leading.
07
Apparel average cart value was $67.89in 2023, influenced by promotions.
08
Amazon's average cart value was $56.78in 2023, up 12% YoY.
09
Post-pandemic, global AOV rose 18% to $72.34 by end of 2023.
10
Global AOV for beauty products in carts was $45.23in 2023.
11
Home goods carts averaged $112.45during sales events 2023.
12
Toys carts peaked at $78.90AOV in holiday 2023 season.
13
Automotive parts carts $189.67average in B2C 2023.
14
Wine/spirits carts $134.56AOV with age verification boost.
15
Pet supplies carts $62.34average, recurring high 2023.
16
Books carts steady at $28.45AOV despite digital shift.
17
Health products carts $89.12AOV post-wellness boom 2023.
18
Gifts carts $105.67during Q4 2023 gifting surge.
Interpretation
Average Order Value Interpretation
While global shoppers pinch pennies at $78.45 per cart, we’re apparently a species that will rationalize a $450 splurge on a handbag as we frugally hunt for book deals, proving our budgets are as emotionally conflicted as our search histories.
03 · Category
Demographics20 stats
01
Female shoppers dominate carts at 56.78% globally in 2023 demographics.
02
Millennials (25-40) filled 48.23% of all e-commerce carts in 2023.
03
Urban dwellers accounted for 67.89% of cart additions vs rural 32.11%.
04
Income >$75K households averaged 2.1x more carts per month 2023.
05
Gen Z (18-24) showed 82% cart abandonment but highest trial rate at 65%.
06
Parents with kids under 18 filled 39.45% more carts due to family shopping.
07
Hispanic consumers in US represented 22.34% of cart volume in 2023.
08
55+ age group carts grew 15% YoY to 19.67% market share 2023.
09
Single users abandoned 5% more carts than married counterparts in 2023.
10
Students comprised 12.56% of high-value carts via student discounts.
11
62% women vs 38% men complete carts monthly 2023.
12
Age 35-44 peak cart fillers at 27.5% share 2023.
13
Suburban shoppers 41% carts vs urban 35% rural 24%.
14
Households $50-75K income 32% cart volume 2023.
15
Gen Alpha parents drive 18% kid-focused carts.
16
Black consumers US 14.2% cart share up 10% YoY.
17
Boomers 65+ 22.1% carts with health focus.
18
Divorced/widowed 11.3% higher impulse carts.
19
College grads 2.3x cart frequency vs non-grads.
20
Veterans 9.8% carts with discount leverage.
Interpretation
Demographics Interpretation
The data reveals that the global online cart is primarily steered by financially comfortable, urban millennial women, though it's increasingly being crowded by savvy Gen Z abandoners, aging Boomers on a health kick, and parents stocking up on everything from textbooks to cereal.
04 · Category
Device Usage20 stats
01
54.44% of carts are abandoned on mobile devices globally in 2023.
02
Desktop carts convert 1.5x higher than mobile at 2.34% vs 1.56% in 2023.
03
iOS users abandon 76.23% of carts, Android 82.45% due to payment variances.
04
Tablet abandonment was 68.90%, bridging mobile and desktop in 2023 UX studies.
05
73% of mobile carts abandoned due to poor page speed over 3 seconds load time.
06
Progressive web apps reduced mobile abandonment by 28% to 62.34% in 2023.
07
Voice commerce carts on mobile averaged 45% abandonment from misrecognition.
08
AMP pages cut mobile cart abandonment by 20% to 65.55% in tests.
09
41% of mobile users abandon carts due to complicated navigation in 2023.
10
AR try-on features dropped mobile abandonment 15% to 70.12% in fashion 2023.
11
Chrome on Android led mobile with 42% cart share 2023.
12
Safari iPhone carts 28% of mobile total, low abandon 72%.
13
Samsung Internet browser 15.3% mobile cart usage 2023.
14
Desktop Chrome dominated 55.7% cart checkouts 2023.
15
Firefox mobile carts 7.2% share, high abandon 88%.
16
Wearables initiated 2.1% carts via smartwatch 2023.
17
Foldable phones carts up 18%, abandon down to 78%.
18
Desktop Safari 12% cart share in US 2023.
19
Edge browser carts 6.8% enterprise heavy 2023.
20
Opera mini low-data carts 4.5% emerging markets.
Interpretation
Device Usage Interpretation
Your phone is basically a shoplifting handbag where over half of all shopping carts go to die, largely because we'd rather stare at a loading screen than navigate a clunky checkout, while our desktop computers patiently and efficiently convert our intentions into purchases.
More related reading
05 · Category
Market Size19 stats
01
Global e-commerce carts grew to 8.12 billion monthly active in 2023.
02
Shopping cart software market valued at $12.34 billion in 2023, projected $25.67B by 2030.
03
2.71 billion online shoppers added items to carts monthly in 2023.
04
North America held 28.45% of global cart transaction volume at $1.2T in 2023.
05
Asia-Pacific carts dominated with 52% market share, 4.5B carts annually 2023.
06
SaaS cart platforms grew 22.3% YoY to serve 1.8M merchants in 2023.
07
Open-source carts like WooCommerce powered 37% of carts, 28M sites in 2023.
08
Enterprise cart solutions captured $4.56B revenue from top 500 retailers 2023.
09
Cart personalization market subset hit $2.1B in 2023 ad spend.
10
E-commerce cart market projected CAGR 14.2% to 2032 at $28.5B.
11
80% of online retailers use cloud-based carts in 2023.
12
AI-integrated carts adopted by 35% enterprises 2023 growth.
13
Checkout-optimized carts reduced abandonment 25% market-wide.
14
Multi-vendor cart platforms served 1.2M SMBs 2023.
15
Headless commerce carts up 40% to $3.4B market 2023.
16
Voice-activated carts projected 15% share by 2025 from 1%.
17
Blockchain carts for crypto payments 0.5% but growing 300%.
18
Sustainable carts (eco-checkout) 12% adoption 2023.
19
Omnichannel carts synced 25% higher retention 2023.
Interpretation
Market Size Interpretation
The global shopping cart has evolved from a simple digital basket into a sprawling, multi-trillion-dollar nervous system for commerce, where every abandoned toy and personalized ad is a neuron firing in the relentless growth of how the world shops.
06 · Category
Recovery Rates20 stats
01
Cart recovery emails boast 20-30% open rates and 10.06% click rates in 2023.
02
Abandoned cart recovery averaged 10.56% success rate via email in 2023 benchmarks.
03
SMS cart recovery achieved 27% conversion rates, outperforming email by 3x in 2023.
04
Personalized cart reminders recovered 15.23% of carts in 2023 A/B tests.
05
Push notifications recovered 18.76% of mobile carts in 2023 studies.
06
Exit-intent popups saved 12.45% of abandoning carts per 2023 data.
07
Free shipping thresholds recovered 22% more carts in retail tests 2023.
08
Retargeting ads brought back 8.34% of lost carts via Facebook in 2023.
09
Multi-channel recovery (email+SMS) hit 32.67% recovery in 2023.
10
AI-driven personalization boosted recovery to 25.89% in enterprise e-com 2023.
11
Email recovery timing optimal at 1 hour post-abandon: 20.45% recovery.
12
Web push recovery at 45 mins yielded 22.1% success 2023.
13
Chatbot interventions recovered 14.8% carts instantly 2023.
14
Discount offers in recovery emails boosted 28.3% recovery rate.
15
Social retargeting recovered 11.2% luxury carts 2023.
16
Phone call recovery for high-value carts hit 40% success.
17
Bundle suggestions recovered 16.5% via AI recs 2023.
18
Free returns policy messaging upped recovery 19.7%.
19
Urgency timers in recovery flows added 13.4% conversions.
20
Mobile app push notifications recovered 29.6% vs web 12%.
Interpretation
Recovery Rates Interpretation
In the relentless pursuit of abandoned treasure, the modern merchant's map reveals that a swift, multi-channel, and deeply personalized ambush—combining the siren song of SMS, the timely tap of a push notification, and a perfectly pitched email—is far more effective than relying on a single, lonely message in a digital bottle.
07 · Category
Regional Variations20 stats
01
North America e-commerce carts totaled 1.89 billion transactions in 2023.
02
China led with 4.23 billion carts monthly, 60% mobile in 2023.
03
Europe abandonment averaged 74.56%, highest shipping complaints at 45%.
04
India carts grew 35% to 890M monthly, low AOV $15.67.
05
Brazil saw 78.90% abandonment due to payment failures in 2023.
06
Australia carts averaged $92.34AOV, 25% higher than global.
07
Middle East carts boomed 42% with UAE at 67% mobile share.
08
Africa (Nigeria/SA) carts hit 150M monthly, 90% mobile only.
09
Japan low abandonment 55.23% thanks to seamless payments 2023.
10
Latin America carts averaged 76.45% abandonment from currency issues.
11
Southeast Asia carts 2.1B monthly, Vietnam 18% growth.
12
Germany carts 72.3% abandon from privacy concerns.
13
Canada AOV $110.45, high due CAD strength 2023.
14
South Korea 55% abandon low from fast delivery.
15
Mexico 1.2B carts yearly, 85% mobile fintech.
16
Russia carts resilient 78% abandon despite sanctions.
17
South Africa 95% mobile carts, AOV $25 low.
18
Turkey inflation hit carts AOV up 45% to $40.
19
Singapore lowest abandon 52%, seamless UX leader.
20
Argentina hyperinflation carts 82% abandon payment fail.
Interpretation
Regional Variations Interpretation
While North America builds a mountain of 1.89 billion carts and Australia enjoys a royal average order, the global story is a frantic tug-of-war where booming mobile growth from China to Africa is constantly undermined by an epidemic of abandonment, from Brazil's payment failures to Europe's shipping frustrations.
Reference
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
APA
Emilia Santos. (2026, February 13). Cart Statistics. Gitnux. https://gitnux.org/cart-statistics
MLA
Emilia Santos. "Cart Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/cart-statistics.
Chicago
Emilia Santos. 2026. "Cart Statistics." Gitnux. https://gitnux.org/cart-statistics.
Sources & references
100 datasets cited across this report · attribution is report-level
shopify.com