Average Time from Add to Cart to Payment in App

The "Average Time from Add to Cart to Payment in App" is a critical Key Performance Indicator (KPI) for e-commerce platforms, especially those that operate through mobile apps.

It provides insight into the average time it takes a customer to go from adding a product to their cart to completing payment. This metric provides valuable data about the user journey, the efficiency of the checkout process, and potential obstacles or hesitations a customer may encounter.

Key Takeaways

  • Definition: Average Time from Add to Cart to Payment in App measures the average time users take from adding an item to their cart to completing payment in an app.
  • Calculation: It is calculated by dividing the total time from add to cart to payment for all users by the total number of users.
  • Strategic Importance: This metric provides insights into user experience, conversion optimization, hesitation identification, server and technical performance, and abandonment insights.
  • Optimization Strategies: Streamlining the checkout process, offering multiple payment options, optimizing app performance, providing clear pricing and product information, implementing one-click checkout, and providing immediate customer support can help reduce average time.
  • Limitations: Average time to add to cart to pay in app doesn’t reflect the full customer journey, can be influenced by outliers, doesn’t differentiate between new and returning customers, lacks insight into purchase frequency, is subject to seasonal fluctuations, doesn’t directly indicate profitability, can lead to neglect of other metrics, and lacks context without additional metrics.
  • Complementary Metrics: This metric should be considered alongside metrics such as abandonment rate, average order value, and user engagement metrics for a comprehensive analysis.

Why does Average Time from Add to Cart to Payment in App matter for your business?

Understanding the average time can shed light on multiple facets of the ecommerce experience:

  1. User Experience: A longer duration might indicate a complex or non-intuitive checkout process that could be simplified.
  2. Conversion Optimization: Pinpointing bottlenecks or steps where users spend excessive time can provide opportunities to streamline and optimize, thereby boosting conversions.
  3. Hesitation Identification: Longer times may also indicate customer hesitation or reconsideration, which can be addressed with better product descriptions, reviews, or assurance badges.
  4. Server & Tech Performance: If the time is consistently lengthy across various stages, it may point to technical issues, like slow loading times, that need rectification.
  5. Abandonment Insights: Coupling this metric with cart abandonment rates can offer richer insights into when and why users drop off without making a purchase.

How to calculate Average Time from Add to Cart to Payment in App ?

\[ \text{Average Time from Add to Cart to Payment} = \frac{\text{Total Duration from Add to Cart to Payment for all Users}}{\text{Total Number of Users}} \]

Explanation of the parts of the formula:

  • “Average Time from Add to Cart to Payment” represents the average duration it takes for users to go from adding an item to their cart to completing the payment process.
  • “Total Duration from Add to Cart to Payment for all Users” is the sum of the durations for each user, from adding an item to their cart to completing the payment process.
  • “Total Number of Users” is the total count of users who have completed the payment process.

Example Scenario

Let’s consider the following example:

  • The total duration from add to cart to payment for all users is 500 minutes.
  • The total number of users who have completed the payment process is 50.

Inserting these numbers into the formula:

  • Average Time from Add to Cart to Payment = Total Duration from Add to Cart to Payment for all Users / Total Number of Users
  • Average Time from Add to Cart to Payment = 500 minutes / 50
  • Average Time from Add to Cart to Payment = 10 minutes.

This means that, on average, it takes 10 minutes for users to go from adding an item to their cart to completing the payment process.

Tips and recommendations for reducing Average Time from Add to Cart to Payment in App

To minimize the average time it takes customers to go from adding an item to their cart to paying for it in the app, focus on streamlining the checkout process, offering multiple payment options, optimizing app performance, and providing clear pricing and product information.

Streamline the checkout process

To streamline the checkout process, focus on minimizing the number of steps. Simplify the user interface by eliminating unnecessary pages or pop-ups that can distract or confuse users. Keep the process straightforward and intuitive so customers can move quickly from selecting a product to completing their purchase.

Offer multiple payment options

Offer a variety of payment methods, such as credit/debit cards, digital wallets, and direct bank transfers, to accommodate your customers’ different preferences. This flexibility reduces checkout time and increases the likelihood of a successful transaction.

Optimize App Performance

Optimizing your app’s performance is critical to minimizing the average time from add to cart to payment. Make sure your app loads quickly and runs smoothly, as any lag or crash can significantly delay the checkout process. Test and optimize your app regularly to ensure a smooth user experience.

Provide clear pricing and product information

To prevent customers from navigating away from the checkout page in search of more information, make sure product details, prices, and any additional charges (such as shipping or taxes) are clearly displayed. Transparent and easily accessible information helps customers make informed decisions and speeds up the checkout process.

Implement one-click checkout

Implementing a one-click purchase option for returning customers can greatly speed up the checkout process. By saving their shipping and payment information from previous transactions, you eliminate the need for them to re-enter information, resulting in a much faster and more convenient experience.

Use intuitive shopping cart designs

Design your shopping cart to be intuitive and easy to use. Make sure there are prominent buttons to proceed to checkout, a clear breakdown of prices and quantities, and the ability to quickly edit the cart if necessary. A well-designed shopping cart layout facilitates a seamless transition to the payment step.

Provide immediate customer support

Integrate instant chat or customer support into your application to provide immediate assistance during the checkout process. By promptly addressing user questions or issues, you reduce the time customers spend trying to resolve problems on their own, ultimately speeding up the payment process.

Examples of use

Optimized Checkout Flow

  • Scenario: An e-commerce fashion app noticed that users spent an average of 15 minutes from adding an item to cart to payment.
  • Use Case Application: After analyzing the data, they realized that users were spending a significant portion of this time on the account creation page. By introducing a guest checkout option, the average time dropped to 8 minutes.

Real-time Discounts

  • Scenario: A health supplement app discovered users often hesitated for long durations before finalizing a purchase.
  • Use Case Application: The app introduced real-time discounts and offers that popped up during extended hesitations in the checkout process, encouraging quicker purchase decisions and reducing the average time to payment.

Personalized Recommendations

  • Scenario: A music streaming app found that users took an average of 20 minutes from adding a song to their playlist to completing the payment for a premium subscription.
  • Use Case Application: To reduce this time, the app implemented personalized song recommendations based on the user’s listening history, making it easier for users to discover and add songs they liked, resulting in a decrease in the average time to payment.

One-click Purchase

  • Scenario: An online grocery delivery app observed that users spent around 10 minutes from adding items to their cart to completing the payment.
  • Use Case Application: To streamline the checkout process, the app introduced a one-click purchase option, allowing users to save their payment information securely and make quick purchases with just a single click. This feature significantly reduced the average time from add to cart to payment.

Simplified Registration

  • Scenario: A food delivery app noticed that users took an average of 12 minutes from adding food items to their cart to completing the payment.
  • Use Case Application: Upon analyzing the data, they found that a significant amount of time was spent on the registration page. To simplify the process, the app implemented social media login options, allowing users to sign up or log in quickly using their existing social media accounts. As a result, the average time from add to cart to payment decreased.

Average Time from Add to Cart to Payment in App SMART goal example

Specific – Reduce the average time from add to cart to payment in the app by 50% (from 2 minutes to 1 minute).

Measurable – Compare the average time from Add to Cart to Payment before and after implementing the necessary improvements to the app.

Accomplishable – Yes, by optimizing the app’s user interface and checkout process, streamlining payment options, and reducing unnecessary steps and delays.

Relevant – Yes. Improving the average time from add to cart to payment will improve the user experience, increase customer satisfaction, and potentially lead to higher conversion rates and revenue.

Timed – Achieve the 50% reduction within three months of implementing the necessary application improvements.

Limitations of using Average Time from Add to Cart to Payment in App

Using “Average Time from Add to Cart to Payment in App” as a metric in ecommerce analysis also has its limitations. Here are some examples:

  • Doesn’t Reflect the Full Customer Journey: The average time from adding a product to the cart to making a payment only provides insight into one specific step of the customer journey. It does not capture the entire customer experience from browsing to purchase or consider factors like customer satisfaction or repeat purchases.
  • Can Be Influenced by Outliers: Unusual instances, such as customers taking an exceptionally long time to make a payment or abandoning their carts, can skew the average time and provide a distorted perception of typical customer behavior.
  • Doesn’t Differentiate Between New and Returning Customers: The metric does not distinguish between new customers who might be unfamiliar with the app’s checkout process and returning customers who are more likely to complete their payments quickly. This differentiation is important for understanding customer behavior and optimizing the user experience.
  • No Insight into Purchase Frequency: The average time metric focuses solely on the time it takes for customers to make a payment, without considering how frequently they make purchases. A shorter average time might not necessarily indicate higher purchase frequency or overall revenue.
  • Subject to Seasonal Variations: Similar to other metrics, the average time from add to payment can vary based on seasonal factors, such as holiday periods or sales events. Comparing the metric across similar time frames is necessary for accurate analysis.
  • Not Indicative of Profitability: While a shorter average time might be desirable for a seamless checkout experience, it doesn’t directly indicate higher profitability. Other factors, like the cost of acquiring customers or profit margins, should be considered alongside this metric.
  • Overemphasis Can Lead to Neglecting Other Metrics: Focusing solely on the average time from add to payment might cause businesses to overlook other important metrics, such as conversion rate, customer retention, or customer satisfaction. A balanced approach is necessary for comprehensive analysis.
  • Lacks Context Without Additional Metrics: The average time metric alone does not provide sufficient context. For example, a longer average time might be concerning, but if the business has a high conversion rate and strong customer loyalty, it may not necessarily indicate a problem.

In summary, while the average time from add to payment is a useful metric for understanding the checkout process, it should be used in conjunction with other metrics to gain a comprehensive understanding of customer behavior and make informed business decisions.

KPIs and metrics relevant to Average Time from Add to Cart to Payment in App

  1. Checkout Abandonment Rate: This metric reveals the percentage of users who initiated but did not complete the payment process.
  2. Average Order Value: Measures the average amount spent by a customer in one transaction.
  3. User Engagement Metrics: These can include page views, time spent on product pages, and interactions with product images or reviews.

Final thoughts

The “Average Time from Add to Cart to Payment in App” provides a reflection of the efficiency and usability of the app’s checkout process. Reducing this time can lead to improved user satisfaction, higher conversion rates, and increased profitability.

Peter Hrnčiar

Senior UX designer and business data analyst with 15 years of digital marketing experience. He specializes in improving user experience and designing powerful e-commerce platforms that engage and satisfy customers, leveraging his expertise in 360 marketing to drive growth and success.

Table of Contents

    Average Time from Add to Cart to Payment in App FAQ

    What is “Average Time from Add to Cart to Payment in App”?

    It measures the mean time users take from the moment they add an item to their cart until they finalize their payment in the app.

    Why is this metric important?

    Understanding this time can highlight areas for improvement in the checkout process, user experience, and potential technical issues, ultimately enhancing conversions.

    How can I reduce this average time?

    Optimizing the checkout flow, improving site speed, offering guest checkout, and assuring users of transactional security can help in reducing this average time.

    What other metrics can complement this KPI?

    Metrics like Checkout Abandonment Rate, Average Order Value, and User Engagement Metrics can provide a holistic view when analyzed in conjunction with the “Average Time from Add to Cart to Payment.”

    Does a longer average time always indicate a problem?

    Not necessarily. Some products require thoughtful consideration before purchase. However, excessively long durations, especially on straightforward products, might indicate inefficiencies or obstacles in the checkout process.

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