Guide · Ecommerce · 2 min read

Checkout optimization: Why shoppers bail at the last step

How to optimize ecommerce checkout: show total costs early, allow guest checkout, simplify forms, build payment trust and fix mobile issues, using research and A/B tests.

Checkout is where intent is highest and patience lowest. Small surprises here cost real revenue.

What the evidence says

Baymard Institute reports an average documented cart abandonment rate of 70.22% across 50 studies. Many of those shoppers were just browsing. Among those who weren’t, the most cited reasons in Baymard’s US survey were (Baymard):

Reason Share of abandoners*
Extra costs too high (shipping, tax, fees) 40%
Delivery too slow 20%
Didn’t trust the site with card details 19%
Had to create an account 18%
Too long or complicated checkout 17%
Couldn’t see or calculate total cost up front 12%

*Excluding “just browsing”. Self-reported reasons: they tell you where to look, not what will lift your numbers.

Fix in this order

  1. No late surprises. Show shipping cost and delivery date on the product page and cart, not first at payment. See the shipping-surprise case study.
  2. Guest checkout. Offer account creation after the order.
  3. Fewer, clearer fields. Single name field where possible, address lookup, correct input types for mobile keyboards, no duplicate entry.
  4. Accessible, specific errors. Say what’s wrong and how to fix it, next to the field, announced to screen readers (WCAG 3.3.1 and 3.3.3).
  5. Payment trust. Familiar payment methods, a clear total, a visible returns policy, and a stable, fast page.

Test with guardrails

Checkout tests touch revenue directly. Choose completed orders per visitor or revenue per visitor as the primary metric, and guard average order value, refund rate and payment errors. A change that lifts orders but pushes refunds up is not a win.

Frequently asked questions

What is the average cart abandonment rate?

Baymard Institute's average across 50 studies is 70.22%. Many of those shoppers were only browsing, so focus on abandonment caused by fixable checkout problems.

Should I remove the account requirement at checkout?

In Baymard's survey, 18% of shoppers who abandoned (excluding those just browsing) cited being asked to create an account. Offering guest checkout, with an optional account after purchase, is a common and well-supported hypothesis.

Sources

  1. 50 Cart Abandonment Rate Statistics 2026. Baymard Institute. Accessed 4 November 2026.
  2. Web Content Accessibility Guidelines (WCAG) 2.2. W3C. Accessed 4 November 2026.

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