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Cart abandonment

October 10, 202505 min

Cart abandonment occurs when a user adds items to their shopping cart in an e-commerce mobile app but leaves the app without completing the purchase. It’s a critical metric in e-commerce apps and often highlights barriers in the checkout process or problems with user motivation.


Cart abandonment can happen at different points in the purchasing flow: users may abandon their carts before entering payment information, after entering payment info, or even after selecting their shipping method. It reflects a missed opportunity for conversion and sales.


Why It Matters


Cart abandonment is one of the leading causes of lost revenue in e-commerce apps. High abandonment rates indicate friction in the purchasing process, such as unclear pricing, unexpected fees, slow load times, or poor UX design. Reducing cart abandonment can significantly improve conversion rates, sales, and overall user satisfaction.


Addressing cart abandonment is crucial because even a small reduction in abandonment can yield a large increase in revenue, especially for high-volume or high-value products.


How Cart Abandonment Is Measured


Cart abandonment rate is typically calculated by dividing the number of users who add products to their cart but do not complete the purchase by the total number of users who add items to their cart.


Formula: Cart Abandonment Rate = (Carts Started - Purchases) / Carts Started

This gives the percentage of users who abandon their cart before completing the transaction.


How to Reduce Cart Abandonment


Reducing cart abandonment requires identifying and addressing the friction points that cause users to leave without completing their purchase. Here are some effective strategies:

  1. Simplify the checkout process

    Reduce the number of steps, offer guest checkout options, and provide a clear progress bar so users know how many steps remain.
  2. Offer incentives

    Use discount codes, free shipping, or limited-time offers to encourage users to finalize their purchase. Consider using exit-intent pop-ups or in-app messages to provide these offers at the right moment.
  3. Transparent pricing

    Display all taxes, shipping costs, and other charges upfront to avoid surprise fees during checkout, which can drive users to abandon their cart.
  4. Enable multiple payment options

    Provide a variety of payment methods, such as credit cards, digital wallets, and region-specific payment options, to cater to different user preferences.
  5. Optimize for mobile

    Ensure the app’s checkout process is optimized for mobile devices with easy navigation and fast load times, reducing friction and abandonment.
  6. Send cart abandonment reminders

    Automate reminders via emails or in-app notifications, showing users the items left behind and offering incentives to complete the purchase.
  7. Leverage social proof

    Display trust signals like secure payment icons, customer reviews, and return policies to reassure users about the safety and ease of their purchase.


Relation to Other Concepts


Cart abandonment is closely tied to conversion rate optimization (CRO), user experience (UX), and user interface (UI) design.

  • CRO focuses on improving the entire user journey, while cart abandonment targets the final steps of that process — checkout.
  • A high abandonment rate often signals UX issues like confusing flows, slow load times, or unclear pricing, all of which need to be addressed to improve retention.
  • UI design plays a crucial role, with a clear, simple, and intuitive checkout interface reducing abandonment rates.