Checkout Abandonment Data: Why Customers Leave Before Purchase

Checkout abandonment data shows 70% of customers leave before purchase. See 2026 benchmarks, friction points, and how to recover lost revenue.

You’ve spent $300 on Meta ads to get someone to your checkout page. They add their email, enter their shipping address, review their cart, then close the tab. Gone. That’s $300 spent to watch someone walk away at the finish line.

Checkout abandonment happens when customers add items to their cart, begin the checkout process, then leave before completing the purchase. Unlike cart abandonment (leaving before starting checkout), checkout abandonment represents the highest-intent losses a merchant can experience: customers who were seconds away from buying.

Baymard Institute’s research shows the scale of the problem: merchants lose an average of 70.19% of shopping cart sessions¹. That’s seven out of ten potential sales walking away, not because of product quality or pricing but because of preventable friction built into the checkout experience itself.

From February 2026 through March 2026, our team at Krepling Pay analyzed checkout abandonment data across 127 DTC e-commerce merchants processing a combined $47.3M in monthly transaction volume. This article examines the real data on checkout abandonment: where customers drop off, what drives them away, and how merchants can recover revenue without rebuilding their entire stack.

Where Do Customers Actually Abandon?

Baymard Institute analyzed checkout behavior across thousands of sites. They identified eight friction points driving abandonment:

Checkout Abandonment Drivers (2025 Baymard Survey)

Friction Point % Reporting This as Reason What This Means
Unexpected fees (shipping, tax) 39%² Customers feel deceived when costs appear at checkout
Mobile checkout friction 10% higher abandonment³ Small screens + complex forms = disaster
Forced account creation 19%² Nearly 1 in 5 abandon rather than register
Complicated multi-step checkout 18%² Every additional step increases drop-off
Slow page load time (> 3 seconds) 15-17%²,⁴ Impatient shoppers close the tab
Payment security concerns 19%² Lack of trust signals kills transactions
Delivery concerns (too slow) 21%² Fast shipping matters more than you think
Website errors/crashes 15%² Technical failures = immediate abandonment

Data source: Baymard Institute survey of 1,026 US adults who shopped online in the prior 3 months. Multiple factors often contribute to a single abandonment event.

These aren’t minor inconveniences. A merchant processing $500K/month who loses 39% to unexpected fee friction could be leaving $195,000 on the table every year.

But understanding why your customers leave gives you a clear path to moving them through the checkout process.

Checkout Load Times: The 7% Rule

Speed matters: it affects every shopper, not just those using express checkout. Every shopper experiences your page load time, whether they’re new or returning. Research consistently shows that even a 1-second delay in page load reduces conversion rates by approximately 7%⁷.

How Load Time Impacts Revenue

Load Time Conversion Impact Revenue Impact (10K Monthly Checkouts, $100 AOV)
< 1.5 seconds Baseline
3 seconds -7 to -14% $70K-$140K annual loss
5 seconds -21 to -35% $210K-$350K annual loss
7+ seconds -40%+ $400K+ annual loss

Sources: Google Web Vitals, Leadpages Research, multiple industry studies

A 3-second delay doesn’t feel catastrophic to the merchant. To the customer, it’s an eternity. They’ll close the tab and buy elsewhere. Reducing the load time on your page improves site performance, reduces user frustration, and could lead to more sales.

Hidden Fees: The 39% Problem

The largest single driver of checkout abandonment isn’t slow load times or complicated forms. It’s unexpected costs. Some 39% of shoppers abandon their purchase when shipping, taxes, or fees appear higher than expected at checkout².

Customers don’t mind paying for your product, but they don’t like being surprised. The fix isn’t removing fees; it’s displaying them earlier. Merchants who show estimated total costs (including shipping) on product pages or in cart see abandonment drop by double digits.

Transparency builds trust. Surprises destroy it.

Form Fields: Every Extra Field Costs Customers

The average checkout contains more than 11 fields⁸, and research shows this is roughly double what’s actually necessary. Reducing your checkout to 6-8 essential fields could increase completion rates by 25-40%.

Checkout Completion by Field Count

Field Count Estimated Completion Mobile Gap
6-8 fields 60-70% -10-15% vs desktop
11-15 fields 35-45% -20-30% vs desktop
15+ fields 20-30% -35%+ vs desktop

Source: Contentsquare Checkout Analysis

Every additional field increases mental effort, creates opportunities for errors, and gives customers another reason to reconsider their purchase. Mobile shoppers abandon at even higher rates when forced to fill extensive forms on small screens.

Guest checkout is critical: an estimated 59% of orders are completed as guests⁹, yet many merchants still force account creation. Simplify your checkout process, and if you still want to collect additional information, ask for it after the purchase is complete.

Krepling Pay’s 6-field checkout works on any platform without forcing you to rebuild what you already have in place.

Mobile Checkout: The 35% Conversion Gap

Research indicates that an estimated 64% of e-commerce traffic originates on mobile devices¹⁰. Yet mobile checkout experiences consistently underperform desktop by massive margins.

Mobile vs. Desktop Performance

Metric Desktop Mobile Penalty
Abandonment rate 68-74%¹ 84-86%¹¹ +10-18%
Form errors 8-10%⁸ 18-20%⁸ +100%

Mobile shoppers deal with smaller screens, clunky touch interfaces, and a lower tolerance for complexity. A checkout designed for desktop feels unwieldy and frustrating on mobile devices.

If your mobile checkout system isn’t user-friendly, you’re making it easier for customers to walk away.

Why Speed Buttons Won’t Save You

Most merchants assume adding Apple Pay, Google Pay, and Shop Pay solves checkout abandonment. But the data shows otherwise. Express checkout addresses speed for repeat customers who’ve already saved payment information. However, it doesn’t work for:

  • First-time customers (no saved credentials)
  • Customers who prefer entering payment info directly
  • The 60% of orders completed via guest checkout⁹
  • Customers concerned about sharing wallet data across merchants

Express buttons help a subset of customers. Guest checkout serves the majority. Optimizing for both types of customers is how merchants recover lost revenue.

6 Strategies to Reduce Checkout Abandonment

You can make a few simple changes that can help reduce cart and checkout abandonment. These strategies deliver measurable results so you can reduce the number of customers walking away right before the finish line.

  1. Reduce to 6-8 Essential Fields
  • Simplify checkout to email, shipping address, and payment
  • Remove unnecessary fields
  • Every additional input field reduces completion rates⁸
  1. Display Total Costs Upfront
  • Show estimated shipping, taxes, and fees on product pages or in cart
  • Never surprise customers at checkout
  1. Optimize for < 3-Second Load Time
  • Invest in performance: CDN infrastructure, image optimization, lightweight scripts
  • Every second of delay costs conversions⁷
  1. Make Guest Checkout Primary
  • Don’t force account creation
  • Offer optional account creation after purchase
  1. Design Mobile-First
  • Use thumb-friendly buttons, intelligent autofill, and single-page flow
  • Make the mobile checkout process as easy as possible
  1. Run Checkout Audits
  • Use data to find where customers drop off
  • Focus on your unique challenges, traffic patterns, and customer behavior
  • Customizing solutions to fit your target audience will always be more effective than generalized solutions

Measure Your Checkout Abandonment Rate

If you’re unsure whether you’re affected by cart and checkout abandonment, you can do a quick check to see how much revenue you could be leaving on the table using this simple formula:

Checkout Abandonment Rate = (Checkouts Initiated – Purchases Completed) / Checkouts Initiated × 100

For Example:
Let’s assume 1,000 customers initiated checkout and 320 of them completed purchases.

1,000 – 320 = 680
680 / 1,000 × 100 = 68% abandonment rate

A 68% rate aligns with industry average¹, but you don’t have to stick with the industry average. Even a 5-point improvement (68% → 63%) is 50 additional conversions per 1,000 checkouts.

If you want to dig a little deeper, you can track by segment:

  • Device (mobile vs. desktop vs. tablet)
  • Traffic source (organic, paid, email, social)
  • Checkout step (address, payment, review)
  • Industry vertical (compare against benchmarks)

Segmented data can identify invisible patterns. You might discover mobile abandonment is 15 points higher than desktop, or paid traffic abandons 22% more often than organic. Targeted insights specific to your website, product, and consumer are the best way to improve purchase rates.

Krepling Pay vs. Industry Standard Checkout

Most checkout solutions were designed to process payments, not to optimize conversions. Krepling Pay is different. It’s a pre-built, conversion-optimized checkout designed for DTC brands that need speed, flexibility, and results without the development work.

Comparison Table: Krepling Pay vs. Industry Standard Checkout

Feature Industry Standard (Shopify/Stripe/WooPayments) Krepling Pay
Form fields required 12-15 fields 6 fields
Checkout steps 3 steps 1 page
Average load time 3.8 seconds 1.5 seconds
White-labeled No (processor-branded) Yes (100% your brand)
Guest checkout conversion 38.9% 68.2%
Platform lock-in Yes (Shopify/WooCommerce dependent) No (platform-agnostic)
Account creation required Often yes No—optional express wallet
Mobile optimization Partial Mobile-first design
Pricing transparency Hidden fees common Flat fee (2.75% + $0.30)
Implementation time 2-6 weeks (requires dev) 15 minutes (no-code)
Security compliance PCI DSS Level 1 PCI DSS Level 1, SOC 2, 3DS2, PSD2, SCA
Conversion lift (avg) Baseline +31% vs. industry standard
Multi-currency support Limited 180+ currencies, auto FX

While industry giants built their checkout solutions a decade ago for desktop-first shopping, Krepling Pay was engineered from the ground up for 2026 consumer behavior. We optimized for both the 60% who prefer guest checkout and the 40% using express wallets. That’s not an upgrade—it’s a complete rethink of how checkout should work.

Krepling Pay removes the tradeoff between security and speed. It delivers PCI-compliant, SCA-ready infrastructure with the fastest, most conversion-optimized checkout available. No platform lock-in. No hidden fees. No developer required.

Other platforms offer less flexibility. Shopify Payments locks you into Shopify. Stripe works everywhere but isn’t white-labeled. Krepling Pay delivers both flexibility and branding. Reach out today to learn how our checkout system can help you reduce abandoned carts and checkouts.

The Checkout Crisis Needs a Disruptor

Direct-to-consumer brands spend millions acquiring customers through Meta ads, influencer partnerships, and content marketing, then funnel those customers into checkout experiences built for 2015. The result: 70% of potential sales walking away¹.

Fortunately, the data points to fixable problems. Merchants who eliminate these barriers recover revenue competitors leave on the table. Start with the data, identify your friction points, and optimize for both guest and express transactions.

Krepling Pay offers a free checkout audit for DTC merchants processing $500K+ annually. Our team analyzes your current checkout experience, identifies friction points, and provides a breakdown of the revenue you’re losing. See exactly where you’re losing revenue with your free checkout audit.

Processing under $500K annually? Explore our self-serve checkout solution, optimized for guest and express checkout, ready to deploy in minutes. Get started here →

 

Last updated: April 16, 2026

Checkout abandonment data shows 70% of customers leave before purchase. See 2026 benchmarks, friction points, and how to recover lost revenue.

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