Cart abandonment
Cart abandonment is when a shopper adds products to their cart but leaves before completing the purchase. The cart abandonment rate measures how often this happens: carts not converted to orders, divided by carts created, times 100. It marks lost intent between adding to cart and paying.
Cart abandonment is when a shopper adds products to their cart but leaves before completing the purchase. The cart abandonment rate measures how often this happens: carts not converted to orders, divided by carts created, times 100. It marks lost intent between adding to cart and paying.
A shopper who adds to cart has already decided they want the product, so an abandoned cart is closer to a sale than any other unconverted visit. That makes the reasons for leaving worth understanding: unexpected shipping cost, a slow or confusing checkout, being forced to create an account, or simply pausing to think and never returning.
Cart abandonment rate is the mirror image of checkout conversion. It is usually high across e-commerce because adding to cart is low-commitment, so the goal is not zero, it is removing the friction that loses buyers who genuinely meant to pay. Recovery tactics like reminder emails, WhatsApp nudges, and a saved cart bring some of them back.
The point in the journey where the cart is abandoned tells you where to look. Drop-off on the cart page points at price or shipping surprises; drop-off mid-checkout points at form friction or payment trust. Watching each stage separately is more useful than the single headline number.
On beyondRegular
For an Indian D2C store, a lot of abandonment happens at the moment of payment, where cash-on-delivery preference, UPI failures, and trust all come into play. beyondRegular does not run checkout, so it does not change your gateway flow, but it works upstream: a shoppable video on the product page answers fit, size, and quality questions before the shopper ever reaches the cart, so fewer carts get abandoned out of doubt in the first place.
Common questions
What counts as a good cart abandonment rate?
Cart abandonment is high across all of e-commerce, so a low absolute number is unrealistic and a single benchmark is misleading. Track your own rate over time and by checkout stage instead. The useful signal is whether a change, like clearer shipping costs or a faster checkout, brought your rate down compared with your own earlier baseline.
Is cart abandonment the same as checkout abandonment?
They overlap but are not identical. Cart abandonment covers anyone who adds to cart and does not buy, including people who never start checkout. Checkout abandonment is narrower: shoppers who begin the checkout process and drop off partway, often at the address, shipping, or payment step. Measuring both shows whether you lose buyers before or during checkout.
Related resources
Add-to-cart rate
Add-to-cart rate is the share of store sessions where a shopper adds at least one product to their cart. You calculate it as add-to-cart sessions divided by total sessions, times 100. It measures how well a product page turns interest into buying intent, one step before checkout.
Cash on delivery (COD)
Cash on delivery, or COD, is a payment method where an Indian shopper orders online but pays in cash to the courier at the doorstep when the package arrives. The store ships first and collects later. It is the most trusted checkout option for first-time buyers in India, especially outside metros.