FEATURE ALERT: Combine data from multiple clients, brands, or locations into one clear view.
Discover Roll-up Reporting
AgencyAnalytics
AgencyAnalytics
  • Pricing
  • Login
  • Start Trial
KPI ExamplesCheckout Abandonment Rate

Checkout Abandonment Rate

The Checkout Abandonment Rate indicates the percentage of online shoppers who leave a site during the checkout process without finalizing the purchase. It's crucial to identify areas that need improvement in the checkout flow.
Checkout Abandonment Rate

Identify Friction

Use the Checkout Abandonment Rate to identify bottlenecks in the checkout process.

UI/UX Optimization

This metric measures the effectiveness of A/B tests and the resulting checkout flow improvements.

Client Reports

Use this KPI as a transparent indicator of where the agency's efforts have led to improvements.

Campaign Impact

Fluctuating rates after new campaign launches guide future targeting adjustments.

Understanding Purchase Roadblocks

Why Tracking Checkout Abandonment Rate Is Crucial

When running an online store, few things sting more than seeing potential sales slip through the cracks at the final step. High Checkout Abandonment Rates are a red flag, signaling issues on the checkout pages such as complicated forms, hidden fees, or the lack of a guest checkout option. 

By paying attention to this KPI, online retailers and their agency partners arm themselves with the data needed to refine the checkout process and bring those potential customers back into the fold.

This KPI also offers a direct line of sight into lost revenue. While deploying cart recovery strategies coax customers back, understanding the Checkout Abandonment Rate completes the first crucial step in tackling the issue. 

Why KPIs are Important for Client Reporting

Stop Wasting Time on Manual Reports... Get Ecommerce Insights Faster With AgencyAnalytics

Use Ecommerce Reporting Software
Interconnected Conversion Metrics

How Checkout Abandonment Rate Relates to Other KPIs

One of the first connections to make is between the Checkout Abandonment Rate and Cart Abandonment Rate. While both metrics provide insight into lost sales opportunities, they occur at different stages. An abandoned cart means the user has left items behind, whether or not they began the checkout, meaning they may not quite be ready to buy. It is common to calculate cart abandonment rate alongside checkout abandonment to understand end-of-funnel eCommerce behavior. 

The checkout Abandonment Rate also directly impacts sales revenue. When examined alongside the average checkout value, it’s possible to calculate how much money is left on the table. For instance, if both the average checkout value and the Checkout Abandonment Rate are high, it could mean that customers are considering the product but hesitant to complete the purchase.

How Marketing KPIs Impact Each Other
Understanding Shopper Segments

Segment Data For In-Depth Insights

Segmenting the Checkout Abandonment Rate is essential to understanding the impact on the customer segment on this metric. Break it down by new vs. returning customers to start. New customers might lack trust or find the return policy unclear. Returning customers abandoning carts usually signals issues in the existing buying process, such as a slow checkout page or better offers elsewhere.

Devices also play a crucial role in understanding this metric. Mobile users often abandon carts due to poor mobile site navigation or slow load times. Compare metrics between mobile and desktop to identify gaps in user experience. If desktop numbers are steady but mobile rates are high, the mobile UX needs work.

Other KPI Factors to Consider
Sidestep These Optimization Traps

Common Pitfalls and How to Avoid Them

It's easy to dive headfirst into analyzing Checkout Abandonment Rate—but remember that not all abandonment is the same, and understanding the key differences will keep an agency from making rookie mistakes.

For starters, don't chase the impossible dream of a zero-percent abandonment rate. Instead, use tools like heatmaps and session replays to pinpoint the avoidable reasons behind abandonment.

Seasonality is another factor that trips up even an experienced digital marketer. A spike in abandonment rates during holiday seasons or big sales is often temporary. Always rely on long-term data when making significant adjustments to the strategy.

The double-edged sword of retargeting and cart abandonment emails. Yes, it helps recover lost sales—but go overboard, because this is more likely to irritate than to entice. Base retargeting efforts on solid data and consumer behavior patterns to avoid driving potential customers away.

Benefits of Marketing KPI Tracking
Formula

How To Calculate Checkout Abandonment Rate

Calculating this metric is a reasonably straightforward exercise, although the devil—as they say—is in the details. For an eCommerce store, data is usually tracked when customers hit the checkout page and when they complete a purchase. These two sets of numbers form the backbone of the calculation. To determine this KPI, subtract the total number of completed transactions from the total number of users who initiated checkout. Then, divide that figure by the total number of users who started checkout. Finally, multiply by 100 to get a percentage.

Checkout Abandonment Rate Formula

Checkout Abandonment Rate
=
Checkouts
-
Purchases
/
Checkouts
X
100

What Is a Good Checkout Abandonment Rate?

A good average hovers around 55-65%. Rates within this range usually signify a relatively frictionless checkout process that encourages shoppers to complete the purchase and not abandon their cart.

What Is a Bad Checkout Abandonment Rate?

If the rate is above 75%, consider that a red flag. High abandonment rates indicate significant bottlenecks or deterrents within the online shopping cart and checkout experience that need immediate attention.

How To Set Checkout Abandonment Rate Benchmarks & Goals

Remember that many factors influence what could be considered a good or bad checkout abandonment rate for a specific client. When standard benchmarks are not applicable, agencies turn to existing data and business objectives. 

For example, if the aim is to increase sales revenue by 10%, quickly back-calculate the needed improvement in the Checkout Abandonment Rate to hit that target. This gives a customized benchmark to aim for. The same process can be applied to the average cart abandonment rate. 

Another reliable approach is to examine historical trends of Checkout Abandonment Rates over different time frames–weekly, monthly, and quarterly–to establish a baseline for future performance goals.

Build Ecommerce Reports That Deliver Results
Save time and impress clients with a powerful, results-driven report template.
Access the Free Ecommerce Report Template
Tracking Lost Revenue Opportunities

Why Checkout Abandonment Rate Matters to Clients

The checkout Abandonment Rate is a precise gauge of untapped revenue. For example, when a shopper abandons their cart at the credit card stage, it signals inefficiencies in the payment process. However, high abandonment rates point to multiple areas for improvement, from shipping costs to a complex return policy. 

The metric is critical for clients because it directly impacts profitability. They use it to make essential adjustments, such as streamlining or removing the requirement to create an account during the checkout, offering free shipping, or expanding payment methods.

Why KPIs Matter to Marketing Agency Clients
Measuring Ecommerce Improvements

Why Checkout Abandonment Rate Matters to Agencies

For agencies, this metric measures the effectiveness of the online sales funnel. A high Checkout Abandonment Rate flags problem areas where shoppers abandon their carts. By adjusting these elements, agencies demonstrate their contribution to reducing online shopping cart abandonment and increasing revenue. 

The rate allows for strategic interventions like retargeting campaigns and emails to recover abandoned carts, thereby solidifying the agency's role in boosting revenue and profitability.

Why Marketing KPIs Matter to Agencies

Win Back Billable Hours by Automating Your Client Reporting

Start Your Free Trial Today

Best Practices When Analyzing & Reporting On Checkout Abandonment Rates

A comprehensive analysis of the Checkout Abandonment Rate offers critical insights that drive website optimizations and targeted advertising campaigns. Understanding the intricacies and variations in this metric helps agencies strategize more effectively, saving both time and resources.

1

Analyze Over Time

Review the Checkout Abandonment Rate to establish positive or negative trends. This helps identify seasonality and assess the long-term effectiveness of changes made to the checkout flow.

2

Examine Across Channels

Different channels like paid search, social media, or email impact the Checkout Abandonment Rate. Compare results to identify where campaign targeting and messaging adjustments are needed.

3

Spot Trends and Anomalies

Sudden spikes or dips require immediate attention. Knowing the “why” behind these movements provides actionable insights for real-time adjustments.

4

Context Matters

Never look at the Checkout Abandonment Rate in isolation. Comparing it to other KPIs like conversion rate or average cart value provides a more complete picture of the opportunity to drive more revenue.

5

Visualize Performance

Use charts and graphs to create an at-a-glance view of Checkout Abandonment Rate trends, helping to communicate complex data simply.

6

Align With Client Goals

Demonstrate how lowering the Checkout Abandonment Rate directly correlates to client objectives such as increased sales or more significant market share.

Google Analytics Reporting Made Easy

Google Analytics 4 Dashboard Example

The Google Analytics Ecommerce Dashboard by AgencyAnalytics automates data collection, giving agencies instant access to crucial eCommerce metrics. The dashboard offers a customizable, easy-to-read view of purchase funnels, including checkout and shopping cart abandonment statistics. These insights save time and elevate the quality of client reports.
See DashboardStart Free Trial
A Google Analytics 4 KPI Dashboard Example

Related Integrations

Shopify Reporting Dashboard Example using the automated integration on AgencyAnalytics
Shopify Logo

Shopify

An example of the WooCommerce reporting dashboard on AgencyAnalytics
WooCommerce Logo

WooCommerce

eCommerce reporting with insightful, customized BigCommerce dashboards and reports.

BigCommerce

Helpful Tips

How To Improve Checkout Abandonment Rate

Tired of watching customers vanish at the final hurdle? Optimizing the checkout process makes a big difference. A high Checkout Abandonment Rate signals more than lost sales; it also indicates missed opportunities to build customer loyalty. Here are some actionable tips to turn things around.

1

Streamline Checkout

Minimize the number of steps. Each extra page or field increases customers’ likelihood of abandoning shopping carts. Keep it simple and user-friendly.

2

Show Costs Early

Customers hate last-minute hidden fees. Be upfront about shipping costs and taxes to reduce reasons for shopping cart abandonment.

3

Offer Guest Checkout

Don’t force customers to create an account. Offer a guest checkout option to reduce friction and improve shopping cart abandonment rate.

Related Blog Posts

eCommerce Goals that Drive Client Success

12 Ecommerce Goals That Drive Client Success

As digital marketers, metrics often rule our world. They are abundantly available, giving us insights into what’s working for our clients–and what we need to improve upon. That’s where tracking eCommerce goals comes in.

Discover the 15+ most important ecommerce metrics for 2025 and how to track them to boost revenue, improve efficiency, and impress clients.

The 15+ most important ecommerce metrics to track in 2025

Discover the 15+ most important ecommerce metrics for 2025 and how to track them to boost revenue, improve efficiency, and impress clients.

The Top 39 eCommerce KPIs That Drive Growth

The Top 39 eCommerce KPIs That Drive Growth

Master eCommerce KPIs and learn how they tie into campaign and client performance with this practical, insightful guide. Drive growth, success, and client satisfaction.

Agency Growth Tips, Delivered to Your Inbox.

Receive updates with actionable advice on growing your agency!

I can confidently say that AgencyAnalytics has transformed the way we approach client reporting and analytics. From the moment we made the switch, we experienced a profound positive impact on our agency’s efficiency, client communication, and overall performance.

Jessica Crist
Jessica Crist / Production Manager
High Five Media

The team has never stopped improving their product. It integrates all of the tools and reports we need as digital marketers to make sure our clients get comprehensive reports. It serves as an all-in-one reporting dashboard, integrating all our digital marketing tools to make sure we have great data for our team and our clients.

Josh Rubin
Josh Rubin

Post Modern Marketing

The dashboard setup is intuitive, easy, and looks great once it’s set up. Managing multiple clients gets tricky but having a dashboard for each client where you can easily see a snapshot of almost all analytics, rankings, social performance, growth, etc. AND be able to dig deeper is exactly what I’ve been looking for.

Brittany Butler
Brittany Butler

The Nunnely Group

See More KPI Examples

Conversion Rate

Conversion Rate

Conversion Rate measures the percentage of leads or visitors to a website or application who take a desired action, such as making a purchase or filling out a form.

AOV

Average Order Value (AOV)

Average Order Value (AOV) measures the average amount spent on each transaction during a specific period.

Cart Abandonment Rate

Cart Abandonment Rate

Cart Abandonment Rate quantifies the percentage of online shoppers who add products to their cart but exit without completing the purchase.

CPA

Cost Per Acquisition (CPA)

Cost per Acquisition (CPA) calculates the average spend on advertising for acquiring one customer.

CLV

Customer Lifetime Value (CLV)

Customer Lifetime Value (CLV) is the measure of the average revenue a customer generates over the entire relationship with a company.

ARPU

Average Revenue Per User (ARPU)

Average Revenue Per User (ARPU) measures the revenue generated by each customer over a given time period, commonly monthly or annually.

See All KPI Examples

See how 7,100+ marketing agencies help clients win

Start Your Trial Now

Free 14-day trial. No credit card required.

Callout Get Started
Logo
G2 Users Love Us
AgencyAnalytics G2 Leader Fall 2025
AgencyAnalytics G2 Momentum Leader Fall 2025
G2 Crowd

4.7 out of 5

Capterra

4.8 out of 5

Product
Platform features
Agency solutions
Data integrations
Compare platforms
Reviews
Pricing
Company
About
Careers
Hiring
Media Kit
Contact
Get Started
Start Free Trial
Book a Demo
Quick Start Guide