Shahin

Cart Abandonment Rate

Intermediate
Updated Jul 11, 2026 Shahin editorial 2 min read
PronunciationEN/kɑrt əˈbændənmənt reɪt/

Cart abandonment rate is the share of users who added an item to the cart but did not complete the purchase; that is, what share of purchase intent never reached an order.

This rate is the complement of add-to-cart and measures exactly where the most revenue is lost. But "abandonment" is one word for several different phenomena, and blending them ruins the analysis: a cart opened only to check shipping cost and a cart that reached the payment page and failed at the bank gateway are two entirely separate problems with different fixes. So cart-level abandonment and checkout-level abandonment must be read apart. The second trap is the denominator: if it is "all visitors" rather than "those who built a cart", the number is meaningless. The point that matters for the Iranian market is that part of abandonment is a gateway transaction failure, not a user changing their mind; the two must be separated because one is an experience problem and the other a payment-infrastructure problem.

How it is calculated

Cart abandonment rate = 1 minus (completed purchases ÷ carts created) × 100

The output is a percentage and the denominator must be carts created, not all visitors. Keep cart-level and checkout-level abandonment separate, and split gateway transaction failure from a user changing their mind.