eCommerce Intelligenceยท6 min readยทUpdated 1 February 2025

Abandoned Cart Analysis

Understand why customers abandon carts, which products and segments have the highest abandonment rates, and how to recover lost revenue.

What counts as an abandoned cart?

A cart is abandoned when a customer adds one or more products to their cart but does not complete the purchase. Cart abandonment rate = carts created but not purchased รท total carts created ร— 100.

The global average cart abandonment rate is approximately 70%โ€“75%. This sounds alarming, but many 'abandoned' carts are window shoppers using the cart as a wishlist. The more actionable metric is checkout abandonment rate โ€” the percentage of customers who started checkout (entered their details) but did not complete.

AskBiz shows both metrics separately in Growth โ†’ Cart Analysis.

Understanding your abandonment pattern

Not all abandonment is equal. AskBiz breaks down abandonment by:

  • Stage: cart page, checkout step 1 (contact details), checkout step 2 (shipping), checkout step 3 (payment) โ€” the stage with the biggest drop-off is where to focus
  • Device: mobile vs desktop โ€” if mobile abandonment is significantly higher than desktop, there is a mobile UX issue
  • Traffic source: paid vs organic vs email โ€” high abandonment for paid traffic suggests ad/landing page mismatch
  • Product category: some categories (e.g. high-value items) have structurally higher abandonment โ€” knowing your category baseline is important
  • Time of day: some businesses see abandonment spike in evenings (busy parents) or weekday mornings (browsing at work but not buying)

The highest-value products in abandoned carts

Go to Growth โ†’ Cart Analysis โ†’ Abandoned Products to see which products appear most frequently in abandoned carts.

This data reveals two types of opportunity:

1. High-value products with high abandonment: your best products are getting to the cart but not converting. This often means price is a barrier โ€” consider offering a payment plan, improving the product page to justify the price, or targeting abandoners with a discount.

2. Low-margin products with high abandonment: these carts are costing you marketing spend without generating value. Investigate whether the product is priced correctly or whether your ads are attracting the wrong audience for this product.

Setting up cart recovery automations

Cart recovery emails are one of the highest-ROI automations in eCommerce. Industry benchmarks:

  • Email 1 (sent 1 hour after abandonment): 15โ€“20% open rate, 3โ€“5% recovery rate
  • Email 2 (sent 24 hours after abandonment): 10โ€“15% open rate, 2โ€“3% recovery rate
  • Email 3 (sent 72 hours after abandonment, with incentive): 8โ€“12% open rate, 2โ€“4% recovery rate

AskBiz integrates with Klaviyo, Mailchimp, and Omnisend to trigger cart recovery sequences. To set up:

1. Go to Integrations โ†’ Email Marketing โ†’ Connect [your platform]

2. Enable the Cart Recovery trigger โ€” AskBiz will send cart data to your email platform in real time

3. Build your recovery sequence in your email platform using the cart data AskBiz provides

Tracking cart recovery revenue

Once cart recovery automations are running, track their contribution in AskBiz:

  • Go to Growth โ†’ Cart Analysis โ†’ Recovery Revenue to see total revenue recovered, by email sequence and by month
  • Compare recovery rate % over time โ€” improving email copy or adding incentives should improve the rate

AskBiz also calculates the revenue leakage figure โ€” the estimated value of carts abandoned in a period that were not recovered โ€” so you can quantify the total addressable opportunity.

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