Shopping Cart Abandonment Statistics: 2026 Benchmarks, Reasons, and Recovery Data
Roughly seven in ten online shopping carts are abandoned before checkout completes, a figure that has barely moved in a decade despite heavy investment in conversion optimization. This briefing assembles the most defensible cart abandonment statistics from the primary authority on the subject, the Baymard Institute, alongside platform-network benchmarks from Dynamic Yield and self-reported recovery-email data from Klaviyo and SaleCycle. The data matters because abandonment is the single largest recoverable leak in ecommerce revenue, and because most published abandonment numbers conflate different measurement methods.
Executive Summary
- The average documented online shopping cart abandonment rate is 70.22%, derived from a meta-analysis of 50 separate studies (Baymard Institute, updated September 22, 2025).
- The rate has been structurally stable: Baymard’s running average has held in the high-60s to low-70s percent range across more than a decade of compiled studies (Baymard Institute, 2025).
- Extra costs at checkout, such as shipping, tax, and fees, are the leading fixable reason for abandonment, cited by 39% of US shoppers who abandoned for a reason other than browsing (Baymard Institute, 2024 survey, n=4,329 US adults).
- Mandatory account creation drives 19% of abandonments and a checkout that is too long or complicated drives 18% (Baymard Institute, 2024).
- Mobile carts abandon at a markedly higher rate than desktop: 80.45% on mobile versus 68.62% on desktop across Dynamic Yield’s customer network (Dynamic Yield XP2 benchmarks, trailing 12 months, accessed 2026).
- Baymard estimates a 35.26% average conversion-rate uplift is achievable through checkout-design improvements alone, equivalent to roughly $260 billion in recoverable orders across US and EU ecommerce (Baymard Institute, 2025).
- Abandoned-cart email flows are the highest-yielding automated flow type on Klaviyo, averaging a 50.5% open rate, 3.33% placed-order rate, and $3.65 revenue per recipient across 143,000+ flows (Klaviyo, 2023 platform data).
- Recovery performance figures vary widely by source and method, and vendor-reported conversion rates should be treated as self-reported platform benchmarks, not independently audited industry averages.
Key Findings
- The average online cart abandonment rate is 70.22% based on 50 compiled studies (Baymard Institute, September 2025).
- 39% of US online shoppers who abandoned for a non-browsing reason cited extra costs that were too high, the top fixable cause (Baymard Institute, 2024, US).
- 21% abandoned because delivery was too slow (Baymard Institute, 2024, US).
- 19% abandoned because they did not trust the site with their credit-card information (Baymard Institute, 2024, US).
- 19% abandoned because the site required them to create an account (Baymard Institute, 2024, US).
- 18% abandoned because the checkout process was too long or complicated (Baymard Institute, 2024, US).
- 14% abandoned because they could not see or calculate the total order cost upfront (Baymard Institute, 2024, US).
- Dynamic Yield’s customer network shows a global cart abandonment rate of 77.81% over the trailing 12 months (Dynamic Yield XP2, accessed 2026).
- Beauty and Personal Care carries the highest network abandonment rate at 83.01% while Pet Care and Veterinary Services carries the lowest at 51.29% (Dynamic Yield XP2, trailing 12 months, accessed 2026).
- Mobile accounted for an 80.45% abandonment rate versus 68.62% for desktop and 71.75% for tablet (Dynamic Yield XP2, trailing 12 months, accessed 2026).
- By region, APAC showed the highest network abandonment at 80.82%, EMEA 79.74%, and the Americas 74.44% (Dynamic Yield XP2, trailing 12 months, accessed 2026).
- Klaviyo abandoned-cart flows averaged a 50.5% open rate, 6.25% click rate, and $3.65 revenue per recipient across 143,000+ flows (Klaviyo, 2023 platform data).
- Top-decile Klaviyo brands earned $28.89 revenue per recipient on abandoned-cart flows, roughly eight times the average (Klaviyo, 2023 platform data).
- SaleCycle reported an average abandoned-cart email open rate of 54.02% in 2024, up from 50.36% in 2023 (SaleCycle, self-reported client data).
- Baymard’s checkout-design uplift estimate of 35.26% corresponds to approximately $260 billion in recoverable orders across US and EU ecommerce (Baymard Institute, 2025).
What the 70% Figure Actually Measures
Cart abandonment is the share of shopping sessions in which a shopper adds a product to the cart but does not complete a purchase. Baymard calculates its headline figure as a meta-analysis: it averages the reported abandonment rates from 50 separate published studies rather than measuring a single panel, which is why the number is best read as a documented central tendency rather than a precise live rate.
The current Baymard average is 70.22%, last updated September 22, 2025 (Baymard Institute). The figure has been notably stable across the institute’s compiled studies over more than a decade, which is the strongest evidence that abandonment is a structural property of online shopping behavior rather than a fixable defect of any one store.
Cart abandonment is broader than checkout abandonment. Cart abandonment counts every session where an item was added but not bought, including casual browsers. Checkout abandonment is the narrower drop-off among shoppers who have already started the formal checkout flow. The distinction matters for diagnosis: cart-level numbers describe the whole funnel, while checkout-level numbers isolate friction inside the payment and form steps. Mixing the two is the most common reason published abandonment figures disagree.
Why Shoppers Abandon: The Reasons Data
Baymard’s reasons data comes from a survey of 4,329 US adults and is reported after excluding shoppers who said they were “just browsing / not ready to buy,” since that group represents intent rather than a fixable site problem. Among shoppers who abandoned for an actionable reason, cost transparency dominates.
Extra costs that were too high, covering shipping, tax, and fees, were cited by 39% of these US shoppers, making it the single largest fixable cause (Baymard Institute, 2024). Delivery being too slow was cited by 21% (Baymard Institute, 2024). Distrust of the site with credit-card details and mandatory account creation were each cited by 19% (Baymard Institute, 2024). A checkout that was too long or complicated was cited by 18%, and an inability to see the total cost upfront by 14% (Baymard Institute, 2024).
The practical reading is that most fixable abandonment is about price surprise and process friction, not product or price level. Several of the top causes, hidden fees, forced accounts, and over-long forms, are checkout-design choices a merchant directly controls.
| Reason | Share of abandoners citing it |
|---|---|
| Extra costs too high (shipping, tax, fees) | 39% |
| Delivery was too slow | 21% |
| Did not trust site with card information | 19% |
| Site required account creation | 19% |
| Checkout process too long or complicated | 18% |
| Returns policy unsatisfactory | 15% |
| Website had errors or crashed | 15% |
| Could not see or calculate total cost upfront | 14% |
| Not enough payment methods | 10% |
| Credit card was declined | 8% |
Source: Baymard Institute, 2024 US survey (n=4,329), baymard.com/lists/cart-abandonment-rate. Percentages sum above 100% because respondents could select multiple reasons.
Abandonment by Device
Mobile abandons at a structurally higher rate than desktop across every dataset that splits by device. On Dynamic Yield’s customer network, mobile abandonment ran at 80.45%, tablet at 71.75%, and desktop at 68.62% over the trailing 12 months (Dynamic Yield XP2, accessed 2026). The mobile-desktop gap of roughly 12 percentage points is consistent with older device splits from Barilliance, which reported mobile at 80.79% and desktop at 73.93% in 2019 (Barilliance client data, 2019).
The gap matters because mobile now carries the majority of ecommerce traffic for most retailers, so the device with the worst completion rate is also the one with the most sessions. Smaller forms, slower input, and harder error recovery on phones are the usual mechanical explanations.
| Device | Abandonment rate (trailing 12 months) |
|---|---|
| Mobile | 80.45% |
| Tablet | 71.75% |
| Desktop | 68.62% |
Source: Dynamic Yield XP2 benchmarks, accessed 2026, marketing.dynamicyield.com/benchmarks/cart-abandonment-rate. Network-level data from Dynamic Yield customers, not an independent panel.
Abandonment by Industry and Region
Abandonment varies by more than 30 percentage points across verticals. On Dynamic Yield’s network, Beauty and Personal Care showed the highest abandonment at 83.01% and Pet Care and Veterinary Services the lowest at 51.29% over the trailing 12 months (Dynamic Yield XP2, accessed 2026). High-consideration and high-comparison categories, such as luxury and jewelry, tend to run hotter, while habitual or subscription-like purchases run cooler.
Regionally, APAC led abandonment at 80.82%, EMEA followed at 79.74%, and the Americas were lowest at 74.44% (Dynamic Yield XP2, accessed 2026). These regional gaps reflect differences in payment infrastructure, delivery expectations, and the prevalence of cash-on-delivery and browse-heavy behavior.
| Region | Abandonment rate (trailing 12 months) |
|---|---|
| APAC | 80.82% |
| EMEA | 79.74% |
| Americas | 74.44% |
Source: Dynamic Yield XP2 benchmarks, accessed 2026, marketing.dynamicyield.com/benchmarks/cart-abandonment-rate.
The Cost of Abandonment and the Recoverable Opportunity
Baymard frames the upside in terms of checkout design rather than gross lost revenue. Across more than a decade of large-scale checkout usability testing, it estimates the average large ecommerce site can lift conversion by 35.26% through checkout-design improvements alone (Baymard Institute, 2025). Applied to combined US and EU ecommerce sales, Baymard puts the recoverable order value at roughly $260 billion (Baymard Institute, 2025).
This is a design-uplift estimate, not a guaranteed return, and it represents the upper bound of what better checkout UX can recover rather than what any single store will realize. It excludes the share of abandonment that is pure browsing intent and therefore not recoverable by any design change.
Recovery Email Performance
Abandoned-cart email is the most-measured recovery tactic, and it is also where data quality is weakest because nearly all figures are self-reported by the platforms selling the tooling. Treat the numbers below as platform benchmarks, not audited industry averages.
On Klaviyo, abandoned-cart flows were the highest-yielding automated flow type, averaging a 50.5% open rate, 6.25% click rate, 3.33% placed-order rate, and $3.65 revenue per recipient across more than 143,000 flows analyzed (Klaviyo, 2023 platform data). Top-decile brands reached a 65.34% open rate and $28.89 revenue per recipient, roughly eight times the average, showing how concentrated the upside is among well-executed programs (Klaviyo, 2023).
SaleCycle reported an average abandoned-cart email open rate of 54.02% in 2024, up from 50.36% in 2023 (SaleCycle, self-reported client data). SaleCycle also reports that sequencing emails across roughly 1 hour, 24 hours, and 72 hours can lift campaign performance by up to 30% (SaleCycle, self-reported). Klaviyo’s data similarly shows multi-email sequences outperforming single sends. These figures are directionally consistent but not directly comparable, because each vendor defines its denominator differently.
| Metric | Average | Top 10% of brands |
|---|---|---|
| Open rate | 50.5% | 65.34% |
| Click rate | 6.25% | 13.33% |
| Placed-order (conversion) rate | 3.33% | 7.69% |
| Revenue per recipient | $3.65 | $28.89 |
Source: Klaviyo, 2023, 143,000+ abandoned-cart flows, klaviyo.com/blog/abandoned-cart-benchmarks. Self-reported platform data from Klaviyo customers.
Original Synthesis
Three derived insights, each built only from the verified figures above.
1. The mobile penalty in points. Using Dynamic Yield’s network split, mobile abandonment (80.45%) exceeds desktop (68.62%) by 11.83 percentage points, a relative gap of about 17% more abandonment on mobile (11.83 / 68.62). Logic: simple subtraction and ratio of two same-source device rates. Limitation: both rates are from one platform’s customer base and are not traffic-weighted, so this is the per-session gap, not the blended business impact.
2. The recoverable wedge. Baymard’s reasons data implies that the largest fixable causes, hidden costs (39%), forced accounts (19%), and over-long checkout (18%), are all merchant-controlled checkout-design choices. Combined with Baymard’s 35.26% conversion-uplift estimate from checkout redesign, this suggests the bulk of recoverable abandonment is a UX problem, not a price or product problem. Limitation: the reason percentages overlap (multi-select) and cannot be summed into a single recoverable share; the 35.26% is an upper-bound design estimate.
3. The concentration of email upside. On Klaviyo, top-decile abandoned-cart revenue per recipient ($28.89) is 7.9 times the average ($3.65). Logic: simple ratio of two same-source figures. This shows recovery-email value is concentrated in execution quality, not in the channel itself, so reporting an “average” recovery rate understates the spread. Limitation: self-reported platform data; the top decile likely skews toward higher-AOV and better-resourced brands.
Charts to build
- Cart abandonment by device. Data: mobile 80.45%, tablet 71.75%, desktop 68.62% (Dynamic Yield XP2). Insight: the mobile penalty in one view. Citation-worthy because it is single-source and current.
- Top fixable reasons for abandonment. Data: Baymard 2024 reason percentages. Insight: cost transparency dominates fixable causes. Citation-worthy because Baymard is the recognized authority.
- Abandonment by industry, high to low. Data: Dynamic Yield network, Beauty 83.01% down to Pet Care 51.29%. Insight: a 30-point spread across verticals. Citation-worthy for benchmarking by category.
- Recovery email: average vs top decile. Data: Klaviyo open, click, conversion, and RPR (average vs top 10%). Insight: execution gap. Citation-worthy with explicit self-reported caveat.
- The stability of the 70% rate. Data: Baymard’s running average over its compiled study window. Insight: the rate barely moves. Citation-worthy as the headline structural fact.
One simple inline chart, device abandonment from Dynamic Yield:
Methodology
Source selection prioritized the recognized primary authority on cart abandonment, the Baymard Institute, for the headline rate and the reasons data, because Baymard publishes its meta-analysis basis (50 studies) and survey sample (4,329 US adults). Platform-network data from Dynamic Yield was used for device, industry, and region splits because it reports a large live customer base rather than survey recall. Recovery-email figures from Klaviyo and SaleCycle were included only with explicit self-reported labeling, since they originate from vendors selling the relevant tooling and use non-standardized denominators.
Inclusion rule: a statistic was kept only if it traced to a named publisher with a live URL and a stated or inferable date. Exclusion rule: aggregator blog figures with no traceable primary source were dropped, as were figures presented without a measurement definition. Conflicting numbers, for example Baymard’s 70.22% versus Dynamic Yield’s 77.81%, were retained side by side and attributed to method differences (meta-analysis of studies versus a single platform network) rather than averaged into a false single number. No derived estimate combined sources with incompatible definitions; the only computations performed were subtraction and ratios within a single source. Last updated: June 2026.
Source Quality
Tier 1 (primary authority, published methodology): Baymard Institute meta-analysis and US consumer survey.
Tier 2 (credible platform-network and market data): Dynamic Yield XP2 benchmarks; Statista aggregate abandonment figure; Klaviyo platform benchmark report.
Tier 3 (vendor self-reported and historical client data): SaleCycle client benchmarks; Barilliance historical client data.
Most Quotable Statistics
- “The average online cart abandonment rate is 70.22%, based on 50 studies.” (Baymard Institute, 2025)
- “39% of US shoppers who abandon for a fixable reason blame extra costs at checkout.” (Baymard Institute, 2024)
- “Mobile carts abandon at 80.45% versus 68.62% on desktop.” (Dynamic Yield XP2, 2026)
- “Better checkout design could recover roughly $260 billion in US and EU orders.” (Baymard Institute, 2025)
- “Top-decile recovery emails earn nearly 8 times the average revenue per recipient.” (Klaviyo, 2023)
Data Limitations
- Baymard’s headline rate is a meta-analysis of other studies, not a single live measurement, so it is a documented average rather than a precise current rate.
- Dynamic Yield, Klaviyo, SaleCycle, and Barilliance figures are platform or client data, not representative samples of all ecommerce.
- Reason percentages are multi-select and cannot be summed; they describe co-occurring causes.
- Recovery-email metrics use inconsistent denominators across vendors and are self-reported.
- Device and industry rates are per-session and not traffic-weighted, so they do not translate directly into revenue impact.
- The $260 billion recoverable figure is a design-uplift upper bound, not a forecast of realized recovery.
Recommended Dataset Fields
- metric_name (e.g., overall_abandonment_rate, mobile_rate, reason_extra_costs)
- value (numeric)
- unit (percent, USD, ratio)
- segment (overall, device, industry, region, email_metric)
- segment_value (e.g., mobile, beauty, APAC)
- publisher (Baymard, Dynamic Yield, Klaviyo, SaleCycle, Barilliance)
- data_type (meta_analysis, survey, platform_network, self_reported)
- year_or_period
- geography
- source_url
- notes_caveat
Press Summary
Cart abandonment remains the largest recoverable leak in ecommerce, and the headline number has barely moved in over a decade. The Baymard Institute, the recognized authority on the subject, puts the average online cart abandonment rate at 70.22% based on a meta-analysis of 50 studies, updated September 2025. The leading fixable cause is price surprise at checkout: 39% of US shoppers who abandoned for a fixable reason blamed extra costs such as shipping, tax, and fees, followed by forced account creation and over-long checkout flows. Abandonment is consistently worse on mobile, which Dynamic Yield’s customer network measures at 80.45% versus 68.62% on desktop. Baymard estimates better checkout design could lift conversion by 35.26%, recovering roughly $260 billion in US and EU orders. Recovery email is the most-cited fix, but its performance figures are self-reported by the platforms selling it and vary widely, so they should be read as platform benchmarks rather than audited industry averages. For deeper analysis, see CO Consulting.
Suggested Headlines
- The 70% Problem: What a Decade of Cart Abandonment Data Actually Shows
- Why Mobile Carts Abandon at 80% While Desktop Sits at 69%
- Hidden Fees Are the Number One Fixable Reason Shoppers Walk Away
- The $260 Billion Checkout: Inside Ecommerce’s Biggest Recoverable Leak
- Recovery Emails Work, But Read the Self-Reported Fine Print
FAQ
What is the average cart abandonment rate? 70.22%, based on a meta-analysis of 50 studies (Baymard Institute, September 2025).
Has the abandonment rate changed much over time? No. Baymard’s compiled average has stayed in the high-60s to low-70s percent range across more than a decade (Baymard Institute, 2025).
What is the number one reason people abandon carts? Among fixable reasons, extra costs at checkout, cited by 39% of US abandoners (Baymard Institute, 2024).
How is cart abandonment different from checkout abandonment? Cart abandonment counts any session with an added item but no purchase; checkout abandonment counts only drop-off after the formal checkout begins (Baymard Institute, 2025).
Do mobile shoppers abandon more than desktop? Yes. Mobile abandons at 80.45% versus 68.62% on desktop (Dynamic Yield XP2, 2026).
Which industry has the highest abandonment? Beauty and Personal Care at 83.01% on Dynamic Yield’s network; Pet Care and Veterinary Services is lowest at 51.29% (Dynamic Yield XP2, 2026).
Which region abandons most? APAC at 80.82%, ahead of EMEA at 79.74% and the Americas at 74.44% (Dynamic Yield XP2, 2026).
How much revenue is recoverable? Baymard estimates a 35.26% conversion uplift from checkout-design fixes, about $260 billion across US and EU ecommerce (Baymard Institute, 2025).
How well do abandoned-cart emails perform? On Klaviyo, they average a 50.5% open rate, 3.33% placed-order rate, and $3.65 revenue per recipient (Klaviyo, 2023 platform data, self-reported).
Should I trust vendor recovery-email statistics? Treat them as self-reported platform benchmarks with inconsistent denominators, not independently audited averages (Klaviyo and SaleCycle, self-reported).
CO Consulting publishes research like this to inform growth decisions; if you want help applying it to your own checkout, you can book a consultation.