--- title: "Cart Abandonment Rate — Formula & Recovery Tips | OWOX" canonical: "https://www.owox.com/metrics/cart-abandonment-rate" updated: "2026-09-21" --- ![](https://cdn.owox.com/www/content-marketing-marketingmetrics/cart-abandonment-rate/icon/1.svg/public) Metric · 2 min read # Cart abandonment rate Cart Abandonment Rate measures how often users add items to their shopping cart but leave without completing the purchase. Learn what it is, why it matters, how to calculate it, and how to reduce abandonment. Formula Cart Abandonment Rate (%) = \[1 - (Completed Transactions ÷ Initiated Checkouts)\] × 100 **Example.** If 1,000 users initiated checkout but only 300 completed their purchase, the Cart Abandonment Rate would be 70%. ## Overview ## What it is Cart Abandonment Rate is the percentage of users who add products to their cart but don’t complete the purchase. It’s a key metric for e-commerce businesses to assess checkout friction and improve the purchasing process. ## Why it matters Cart Abandonment Rate helps identify issues in your checkout process, such as high shipping costs, complicated forms, or lack of payment options. A high Cart Abandonment Rate signals areas for improvement that can lead to higher conversion rates and revenue. ## How it is calculated Cart Abandonment Rate is calculated by dividing the number of completed transactions by the number of initiated checkouts, then subtracting that from 1, and multiplying by 100 to get the percentage. ## Good and bad values ## A good value A good Cart Abandonment Rate typically ranges between 60% and 80%. E-commerce businesses should aim to lower their Cart Abandonment Rate through checkout optimizations and improved customer experience. ## A bad value A Cart Abandonment Rate above 80% may indicate serious issues with your checkout process, such as slow loading times, confusing forms, or unexpected costs. ## Do Use these strategies to lower your Cart Abandonment Rate and improve the checkout experience for your customers. 1. 01 ### Simplify the checkout process Reduce the number of form fields, provide guest checkout options, and make the payment process quick and easy. 2. 02 ### Offer free shipping or discounts Unexpected shipping costs are a common reason for cart abandonment. Offering free shipping or promotions can incentivize users to complete their purchase. 3. 03 ### Send cart recovery emails Use abandoned cart emails to remind users of the items left in their cart and offer them a nudge with a special discount or limited-time offer. ## Avoid 1. Not testing the checkout process, ignoring mobile optimization, and having hidden fees can drive up your Cart Abandonment Rate. Focus on streamlining the process to reduce friction. ## Related metrics ## Related metrics you might be interested in [Average Engagement Rate`= (Total Engagements ÷ Total Impressions or Followers) × 100`](/metrics/average-engagement-rate) [Bounce Rate`= (Single-Page Sessions ÷ Total Sessions) × 100`](/metrics/bounce-rate) [Conversion Rate`= (Total VisitorsConversions​) × 100`](/metrics/conversion-rate) [Exit Rate`= (Total Exits from Page ÷ Total Pageviews for Page) × 100`](/metrics/exit-rate) ## Related articles ## Articles that use Cart Abandonment Rate [data integration · How to load Open Exchange Rates into BigQuery with OWOX Data Marts · Oct 26, 2026](/blog/articles/free-open-exchange-rates-to-bigquery-connector) [ai · How to Review AI-Generated SQL: The Checks, in Order, Tested on ChatGPT and Claude · Oct 14, 2026](/blog/articles/review-ai-generated-sql) [marketing · Semrush vs Similarweb: which is more accurate? A test on 787 websites · Oct 7, 2026](/blog/articles/semrush-vs-similarweb) ## Customer stories ## Learn how teams ship analytics faster Organizations that scaled analytics without scaling headcount [All case studies →](/blog/success-stories) [Pürblack · "For 10 years I was blind." The day Pürblack® founder stopped guessing · Seconds · to get reports across six channels · Read the story](/blog/success-stories/purblack) [Reformation · How OWOX Reports Helped Reformation Make Data-Backed Decisions · Minutes · from data request to business decision · Read the story](/blog/success-stories/reformation) [WorkSimpli · How OWOX Reports Streamlined Operations for WorkSimpli, Saving Over 10 Hours Weekly · 10hrs+ · saved per week on manual reporting · Read the story](/blog/success-stories/worksimpli) ## What users are saying ## Not testimonials. Comment threads. Real things real customers said — each quote pinned to a specific claim, straight from the quotes database. A9 · re: one source of truth ![Mark Simmons](https://cdn.owox.ai/www/webflow/6a7b298b2b9daab0ade631d7_mark-headshot.png/public) Mark Simmons · CMO, Pürblack® > _“We had six or seven different channels and no single source of truth — it was almost impossible, a lot of guesswork.”_ C3 · re: golden data ![Nodari Rizun](https://cdn.owox.ai/www/webflow/6a7b298b2ca5055443187566_nodari-headshot.png/public) Nodari Rizun · Founder & CEO, Pürblack® > _“Golden data is clean data — the measure of reality, true and not false, that you can trust based on its source. If you have that, you're good.”_ E5 · re: dashboards vs truth ![Nodari Rizun](https://cdn.owox.ai/www/webflow/6a7b298b2ca5055443187566_nodari-headshot.png/public) Nodari Rizun · Founder & CEO, Pürblack® > _“Most businesses look at a Shopify or Google Analytics dashboard and think it's the source of truth. It's not — that data was never cleaned.”_ ## Your New Normal Calculate Cart Abandonment Rate on your own data. OWOX Data Marts provides deep insights into where customers drop off in the checkout process, helping you identify barriers to conversion and optimize your sales funnel. * No AI hallucinations * Analyst-governed definitions * Every number traces to SQL [Get started free](https://www.owox.com/app-signup) ## Book a call You are booked. The invitation is on its way to , with the calendar invite and the meeting link. [Reschedule](#) [Cancel](#) ## Schedule a meeting ## Schedule in person meeting at Tip Top Toronto You are booked. The invitation is on its way to , with the calendar invite and the meeting link. [Reschedule](#) [Cancel](#) ## Links Pages this page links to, on this site and on docs.owox.com. Where the page has a Markdown twin, its address follows the link. - [Average Engagement Rate= (Total Engagements ÷ Total Impressions or Followers) × 100](https://www.owox.com/metrics/average-engagement-rate) — /metrics/average-engagement-rate.md - [Bounce Rate= (Single-Page Sessions ÷ Total Sessions) × 100](https://www.owox.com/metrics/bounce-rate) — /metrics/bounce-rate.md - [Conversion Rate= (Total VisitorsConversions​) × 100](https://www.owox.com/metrics/conversion-rate) — /metrics/conversion-rate.md - [Exit Rate= (Total Exits from Page ÷ Total Pageviews for Page) × 100](https://www.owox.com/metrics/exit-rate) — /metrics/exit-rate.md - [data integration · How to load Open Exchange Rates into BigQuery with OWOX Data Marts · Oct 26, 2026](https://www.owox.com/blog/articles/free-open-exchange-rates-to-bigquery-connector) — /blog/articles/free-open-exchange-rates-to-bigquery-connector.md - [ai · How to Review AI-Generated SQL: The Checks, in Order, Tested on ChatGPT and Claude · Oct 14,…](https://www.owox.com/blog/articles/review-ai-generated-sql) — /blog/articles/review-ai-generated-sql.md - [marketing · Semrush vs Similarweb: which is more accurate? A test on 787 websites · Oct 7, 2026](https://www.owox.com/blog/articles/semrush-vs-similarweb) — /blog/articles/semrush-vs-similarweb.md - [All case studies →](https://www.owox.com/blog/success-stories) — /blog/success-stories.md - [Pürblack · "For 10 years I was blind." The day Pürblack® founder stopped guessing · Seconds · to get…](https://www.owox.com/blog/success-stories/purblack) — /blog/success-stories/purblack.md - [Reformation · How OWOX Reports Helped Reformation Make Data-Backed Decisions · Minutes · from data…](https://www.owox.com/blog/success-stories/reformation) — /blog/success-stories/reformation.md - [WorkSimpli · How OWOX Reports Streamlined Operations for WorkSimpli, Saving Over 10 Hours Weekly ·…](https://www.owox.com/blog/success-stories/worksimpli) — /blog/success-stories/worksimpli.md - [Get started free](https://www.owox.com/app-signup)