Cart abandonment

What is cart abandonment?

Cart abandonment covers anyone who added something to a cart or started checkout without finishing, whether they never seriously intended to buy or dropped off midway through paying. It's the umbrella term; checkout abandonment, described next, is the narrower, more recoverable slice of it. Both matter to a seller, but they call for different responses.

Cart abandonment vs checkout abandonment

The two terms get used interchangeably, but they describe different points in the buying process.

Term	What happened	Payment started?
Cart abandonment	An item was added to a cart, but the shopper never began checkout	No
Checkout abandonment	The shopper started checkout, entering order or payment details	Yes, but not completed

Cart abandonment is the broader category: it includes browsers who never seriously intended to buy. Checkout abandonment is narrower and more valuable to recover, because the shopper had already reached the checkout page and begun paying before leaving. A shopper who abandoned at checkout is a much warmer prospect than one who abandoned a cart earlier in the flow.

Consider a nonprofit selling tickets to a $75 fundraising dinner:

• A visitor who reads the event page and closes the tab without clicking buy is a cart abandonment in the loosest sense; there's little to recover, since no order was ever started.
• A visitor who clicks buy, enters their name and email, and then closes the tab before entering payment is a checkout abandonment: a far more specific, far more recoverable moment, because most of the buying decision was already made.

Generic ecommerce advice about cart abandonment doesn't always translate cleanly to a no-code checkout. A traditional store has a persistent cart a shopper builds up across a browsing session, while a single-product checkout page, a payment link, or an event ticket sale often has no cart step at all. In that setup, nearly all of what gets called cart abandonment is really checkout abandonment.

Why does cart abandonment happen?

Most abandonment traces back to a small set of recurring causes:

Fixable at checkout:

• Unexpected costs (shipping, taxes, or fees) revealed only at the last step, after a price expectation was already set
• A checkout that asks for too many fields or forces account creation before payment
• A slow, confusing, or multi-page checkout flow that makes the customer work to finish
• Missing trust signals, like recognizable payment logos or a clear security cue near the card fields
• No saved payment method or express-pay option, forcing manual card entry every time

Not fixable at checkout:

• Price comparison shopping, where the shopper never intended to buy in that session and is gathering options
• Simply browsing without purchase intent, common on product and event pages reached through organic search
• A change of mind unrelated to the buying experience itself, which no checkout design can prevent

Only the first group is something a seller can actually influence by changing the checkout itself. The second is a normal part of shopping behavior, not a checkout problem to solve.

A subscription seller offering a $29 monthly membership sees this split clearly: a visitor who never starts checkout is browsing, but a visitor who reaches the payment step and abandons after seeing the plan renews automatically is likely reacting to something fixable, unclear renewal terms or a checkout that buried that detail too late.

How is cart abandonment measured?

The standard formula is:

Abandonment rate = abandoned checkouts divided by initiated checkouts

A checkout counts as initiated the moment a shopper begins entering order or payment details, and as abandoned if they leave without completing payment. Industry-average benchmarks vary widely by vertical, device, and price point. Research groups like the Baymard Institute track and publish updated averages over time, but treat any external benchmark as a reference point, not a target.

A seller's own rate, tracked against its own history, is the more useful number. A high-ticket service checkout and a low-price digital download checkout will naturally sit at different abandonment rates even when both are well designed, so comparing across verticals is rarely useful.

How to reduce cart abandonment at checkout

Once a shopper has reached checkout, a handful of checkout-level changes tend to move the needle most:

• Cut form fields to the minimum needed to complete and fulfill the order. Every extra field is a chance to stop and reconsider, and fields that exist "just in case" rarely earn their place.
• Offer guest checkout. Forcing an account creation step ahead of payment is one of the most commonly cited abandonment causes, particularly for a customer buying once from a seller they do not expect to return to.
• Show trust signals clearly. Recognizable payment method logos and a visible security cue reduce hesitation at the exact moment a customer is entering card details.
• Add express-pay buttons. Apple Pay and Google Pay let a customer skip manual card entry entirely, which matters most on mobile, where typing a full card number is the highest-friction step in the whole flow.
• Surface the full price early. Whatever the checkout ultimately charges, whether that includes tax, a booking fee, or shipping, should be visible before the final step rather than appearing as a late addition.
• Make sure the flow works cleanly on mobile. Most checkout traffic is mobile, and a desktop-first layout that breaks on a phone screen is a direct cause of abandonment.

These are all changes to the checkout itself, not the broader marketing funnel around it, which is deliberate: a checkout-level fix addresses the moment where the sale is actually won or lost, rather than trying to recapture attention after the fact.

Recovering abandoned checkouts

Not every abandoned checkout is lost for good. When a customer starts checkout and doesn't finish, automated recovery reaches back out, typically by email, reminding them of what they left behind and giving them a direct way back to complete the purchase. Because the customer already entered their information once, the return trip can skip straight back to where they left off, which is a large part of why checkout-stage recovery converts better than generic marketing follow-up.

Checkout Page can automatically recover abandoned checkouts, turning a share of those unfinished purchases into completed sales without manual follow-up. Combined with visibility into who abandoned and when, through customer management, a seller can see exactly which checkouts are worth following up on, and whether a particular product is abandoning at an unusual rate.

Cart abandonment vs chargebacks

Cart abandonment and a chargeback sit at opposite ends of the payment lifecycle.

• Cart abandonment happens before any payment is captured, so there is no charge to dispute, only a shopper to win back.
• Chargeback reverses a charge that already succeeded, which is why the two require completely different responses from a seller.