In brief
An abandoned cart is not automatically a sale that better design could recover. The useful question is where your checkout adds avoidable work, uncertainty or surprise for someone who wants to buy.
Baymard’s published benchmark averages 70.22% abandonment across 50 studies. Its separate reasons survey reports that 42% of US online shoppers have abandoned while browsing or not ready to buy. Those measures do not divide your abandoned carts into fixable and unfixable halves.
US shopper survey, excluding the browsing response. Multiple answers can overlap; these are not slices of all abandoned carts. Six checkout-side reasons are shown — others reported, including delivery speed at 20% and site errors at 17%, are not.
Extra costs too high
40%
Card-data trust concerns
19%
Account required
18%
Long or complex checkout
17%
Total unclear upfront
12%
Payment choice too limited
9%
Bars use a 0–100% scale. Cost level and cost disclosure are separate issues; improving one does not necessarily solve the other.
Source: Baymard Institute, current reasons survey · Checked 11 October 2026.
Which cart abandonment reasons can design address?
Use the chart as a list of questions for your store, not a revenue forecast. Self-reported reasons can overlap. They do not establish how many orders a redesign will recover, and the US survey is not an India-specific benchmark.
A useful review separates interface friction from commercial constraints. Guest checkout is a design and implementation decision; shipping prices involve operations and margin. Both can affect a purchase, but they call for different owners and different tests.
Are extra costs too high, or revealed too late?
These are different problems. The research separates expensive extras from difficulty seeing the total upfront. An early shipping estimate can reduce uncertainty without making delivery cheaper. Show what you can calculate before payment and explain what depends on the delivery address.
In a checkout review, record the first screen where each charge becomes visible. Then compare that with the promise in the product page and campaign. Clear disclosure, pricing and acquisition expectations need to work together.
When should you offer account creation?
Where the purchase does not require an account, make the guest route easy to find. Offer account creation after payment, with a clear explanation of its benefits. Keep receipts and order tracking accessible to guest customers.
Test the full journey: a prominent guest button helps little if a later screen demands a password. The same question matters in donation flows, where registration can interrupt a first contribution.
How do you test whether a checkout change helped?
Choose one hypothesis and a primary outcome before changing the page. For example: making guest checkout easier to find will increase completed purchases among first-time mobile visitors. Watch payment failures, order value and support requests as guardrails.
Use a controlled experiment when traffic allows. A before-and-after improvement can also reflect promotions, seasonality or a different traffic mix. At lower volumes, combine observed usability problems with carefully segmented trends and describe the uncertainty.
Where should a checkout review start?
- Walk it on a phone. Use a fresh session and record every field, error, account request and cost reveal.
- Match observations to the funnel. Check where eligible visitors leave and whether payment failures explain the drop.
- Prioritise a specific obstacle. Give it an owner, an expected outcome and a way to measure the result.
- Test the whole purchase. Include payment, confirmation and receipt delivery before rollout.
Keep required fulfilment and payment fields; remove requests that have no clear purpose at that point. For the wider journey, review the storefront moments that can interrupt a purchase before checkout begins.
Research checked 16 September 2026. Percentages describe reported reasons, not measured losses. The recommendations above are a review framework, not findings from an audit of your store.
FAQ
What counts as a good cart abandonment rate?
Use a comparable baseline for your category, device and traffic mix. A cross-industry average is context, not a target. Track checkout completion and revenue alongside abandonment so that a change does not merely shift where visitors leave.
Does a cart-recovery email fix checkout friction?
An email can bring a shopper back, but the same obstacle may still be waiting. Review the checkout alongside recovery campaigns, and measure completed purchases rather than email clicks alone.
Is cart abandonment only a large-catalogue problem?
No. Small stores can also have confusing forms, unclear costs or payment failures. The impact depends on the audience and buying journey; catalogue size alone does not predict the share of shoppers who leave.