Understanding the Calculation of the Returning Customer Rate in Shopify


Did you know that US retail and e-commerce brands now experience a 63% customer retention rate, which is 12% below the average retention rate in the country. For Shopify store owners, understanding and improving this key metric is more important than ever for achieving sustainable growth.
Returning customers are not just a sign of success. They’re a true representative to the quality of your products and customer experience. But how do you measure this vital metric? And, more importantly, how can you improve it?
In this blog, we’ll break down the calculation of the returning customer rate in Shopify and show you how this number can help you shape smarter, more effective marketing strategies. Whether you’re a seasoned store owner or just getting started, boosting this rate could be your ticket to turning casual shoppers into loyal fans.
What is The Returning Customer Rate?
The Returning Customer Rate (RCR) is a metric that indicates the percentage of customers who return to shop again after making their first purchase. It’s a simple way to measure customer loyalty and satisfaction. A higher rate means more repeat buyers, which is a clear sign that your Shopify store is doing something right.
Why is the Returning Customer Rate Important for Shopify Growth?
A strong returning customer rate can be a growth milestone. When customers come back, they’re not only more likely to spend more, but they also become advocates for your brand, sharing their positive experiences with others. This not only helps reduce the cost of acquiring new customers but also boosts your revenue over time.
Understanding the importance of this metric naturally leads to the next step: how do you accurately measure and calculate your returning customer rate? Let’s explore the calculation method to help you evaluate this vital indicator effectively.
Calculation Method for Returning Customers
Calculating the Returning Customer Rate (RCR) is straightforward. Here’s the formula you need:
Returning Customer Rate = (Number of Returning Customers / Total Number of Customers) × 100
In other words, divide the number of customers who made more than one purchase by your total customer count, and then multiply by 100 to get the percentage.
What Does It Tell You?
This simple formula shows you the percentage of your customers who are coming back for more. For example, if you have 200 customers and 50 of them make a second purchase, your Return Customer Rate (RCR) would be 25%.
The higher this percentage, the better; it’s a direct reflection of how much customers trust your brand and how well you’re meeting their needs.
Managing returns efficiently is often a key pain point for e-commerce businesses, directly impacting customer satisfaction. Return Prime integrates perfectly with Shopify and various other platforms, such as Shippo, USPS, and Easyship, to automate and simplify their returns and exchanges process, changing it from a hassle to an effortless part of the shopping experience. The integration of Return Prime into your Shopify store enables customers to initiate returns and exchanges on their own, giving them control and reducing operational workload on your team.
Comparative Analysis of RPR and RCR
The Repeat Purchase Rate measures the percentage of customers who make a second or subsequent purchase. It’s often seen as a sign of customer loyalty and satisfaction. The formula is similar to the Returning Customer Rate:
Repeat Purchase Rate = (Customers with 2+ Purchases / Total Customers) × 100
Shopify’s Returning Customer Rate vs. Industry Standard

While Shopify’s Returning Customer Rate (RCR) focuses specifically on customers who return for more purchases, it’s essentially the same idea as the industry’s repeat purchase rate. Both metrics gauge customer loyalty, but Shopify breaks it down more precisely within your store’s ecosystem.
Let’s break down the differences:


Comparing the RCR to the industry standard provides a benchmark, enabling you to assess your position in the broader market. By measuring your RCR against industry averages, you can better understand if your retention strategies are on track or need tweaking.
Challenges in Tracking RCR
Tracking the Returning Customer Rate (RCR) sounds simple, but a few issues can make it tricky. This section will explore the common challenges faced by businesses and analysts when attempting to monitor RCR effectively. Understanding these challenges is crucial for developing reliable tracking strategies and ultimately improving customer retention insights. Let’s go over some common challenges you might face.
- Identifying Repeat Customers
It’s not always easy to spot repeat customers. If they use different emails, devices, or guest checkouts, they might show up as new customers, which can mess up your RCR.
Solution: Make sure all customer data is linked correctly. Use unified customer profiles that link purchases to a single account. Apps like Shopify can automate this and reduce mistakes.
- Potential Data Calculation Discrepancies
Data errors can mess with the RCR calculation. Things like delayed orders, syncing issues, or missing data can throw it off. These small mistakes can give you a false picture of your customer retention.
Solution: Keep an eye on your data. Regular audits can catch mistakes. Use tools that update in real time to ensure your data is always accurate.
You can discover powerful insights with Return Prime’s analytics and ROI tools. It helps you track return performance and measure the financial impact of returns management. Ultimately you can make data-driven decisions to optimize your process and boost profitability!
Tracking RCR helps you understand customer loyalty and grow your business. Knowing where problems might happen means you can avoid them and make sure the numbers are correct. The more accurate your RCR, the better you can connect with your customers and boost your business.
Factors Affecting the Returning Customer Rate on Shopify
To boost your Returning Customer Rate on Shopify, it’s essential to focus on the little things that truly make a difference. Here’s how to create an experience that keeps customers coming back.
- Customer Experience
Think about the last time you shopped somewhere that made things easy, smooth checkout, fast shipping, and no confusion at all. That’s what keeps people returning. When customers have a hassle-free experience, they’re more likely to return. Keep it simple and user-friendly to make shopping a joy every time.
- Product Quality
The products you sell are the reason people return. If they buy something and it’s exactly what they were hoping for, they’re much more likely to trust your brand for future purchases. If there’s any disappointment, you risk losing them forever. Focus on delivering high-quality items that meet your customers’ expectations, and they’ll keep coming back for more.
- Customer Support
Imagine you’ve bought something, and there’s an issue. Now, think about how it feels when you can’t get an answer or help in a timely manner. That frustration is enough to drive customers away. When customers feel supported, they’re more likely to return. Be there to answer questions and resolve issues quickly. It’s about building trust through fast and helpful responses.
- Loyalty Programs
Who doesn’t love a reward? Offering something extra for repeat purchases is a simple but effective way to keep customers coming back. It’s a way of saying “thank you” for their loyalty, which makes them feel valued and appreciated. Set up a simple loyalty program that rewards every purchase, turning one-time buyers into loyal shoppers.
- Return Policies
No one likes to deal with returns, but a clear, easy-to-understand return policy makes all the difference. If customers know they can return an item with little hassle, they feel safer about making a purchase. This sense of security can increase the chances of them coming back, even if they had to return something in the past.
When you focus on these areas, you're improving your returning customer rate as well as building a relationship with your customers. With Return Prime you can build your own customised return policies specific to your every business needs. With this you will be able to offer a fully localised return experience that resonated with their customers. This not only increased their customers' trust but also made them more likely to return for future purchases.
Acquiring new customers is essential, but retaining existing customers often proves even more valuable. Returning customers tend to spend more, advocate for your brand, and contribute to long-term stability and growth. In the next section we will explore some of the valuable practices to increase returning customer rate.
Best Practices to Increase Returning Customer Rate

Increasing your customer retention rate requires strategic efforts rooted in understanding customer needs, delivering exceptional experiences, and fostering loyalty. In this section we will explore some key practices that businesses can implement to encourage repeat business, build lasting relationships, and ultimately boost their customer lifetime value. Here’s what you need to include:
- Personalised Recommendations
Imagine browsing and finding items that feel just right, almost like they were picked for you. When you show customers things they might love based on their past buys, it feels like you’re speaking directly to their taste.
This creates a more personal shopping journey that keeps them coming back for more. For example, with Wonder Revenue Booster you can encourage your customer to buy new items during their return journey. It will help you to display relevant products based on the returning product tags, making their experience smoother and more enjoyable.
- Thoughtful Email Touches
An email that feels like it’s just for them? That’s how you bring customers back. When you send emails customized to what they like or include special offers they’ll actually care about, they’ll be more likely to return. Segment your email lists based on customer preferences and send them updates or offers that feel more relevant. It shows you’re paying attention to their needs and interests.
- Loyalty that Rewards
People love to feel rewarded. Offering loyalty points or discounts for repeat purchases is a simple but powerful way to keep your customers engaged. The more they shop, the more they get in return, creating a value cycle. Setting up a loyalty program where customers earn something every time they make a purchase, whether it’s points, discounts, or a free gift, gives them an easy reason to return.
- Targeted Ads for Past Shoppers
Targeted ads can be a great way to keep your brand in your customers’ minds. When they see ads for products they’ve already bought or looked at, it’s like you’re reminding them of something they didn’t know they needed. Facebook and Google Ads can help you reach past customers, reminding them of your products and nudging them to come back for more.
- Exclusive Offers
When customers know they’re getting something special just for sticking with you, whether it’s a discount, early access to sales, or an extra perk, it makes them feel valued. And that’s what encourages them to return. Make sure loyal customers know they’re getting special treatment. Whether it’s a surprise discount or first dibs on a sale, show them they’re part of an exclusive group.
These steps aren’t just about making a sale, they’re about building a relationship. And when your customers feel valued and appreciated, they’ll naturally want to come back. Plus, offering something like Wonder Smart Exchange, where returns become easy exchanges for exactly what they want, strengthens their trust and keeps them loyal to your brand.
By creating these moments of value, you're not just getting repeat purchases; you're building a loyal community around your brand.
Increase Shopify Repeat Sales Fast with Return Prime
Managing returns and refunds can be challenging for any eCommerce business, but Return Prime simplifies this process and can play a crucial role in improving your return customer Rate. Trusted by over 10,000 brands worldwide and rated 4.9/5 on the Shopify app store, Return Prime helps you turn returns into opportunities, boosting customer loyalty and sales.
- Centralised Return Management
Return Prime centralises all return, exchange, and refund operations in one easy-to-manage platform. A smooth and hassle-free return process builds customer trust, encouraging them to return for future purchases. By making returns easier to navigate, you ensure a better experience for your customers, which directly impacts their likelihood of returning to your store.
- Turn Returns Into Revenue with Wonder Revenue Booster
With Wonder Revenue Booster, Return Prime allows returns into upselling opportunities. During the return process, you can suggest complementary or higher-value products, turning a potential lost sale into a chance for increased revenue. This strategy not only helps maintain customer engagement but also enhances your store’s value proposition, keeping them coming back for more.
- Store Credit Over Refunds Through Wonder Promotions
Instead of automatically issuing refunds, Return Prime gives you the option to offer store credit through Wonder Promotions. This approach keeps funds within your business and incentivises customers to make future purchases, building long-term loyalty. It’s a powerful way to encourage repeat business while making the return experience smooth and beneficial for both parties.
- Smart Exchange Solutions
Wonder Smart Exchange helps customers exchange products instead of returning them, turning potential returns into repeat purchases. By guiding them to a replacement item they’ll love, you’re ensuring customer satisfaction and retaining revenue, which boosts your return customer rate.
- Automation for Efficiency Through Wonder Bot Automation
The Wonder Bot Automation automates the entire return and exchange process, reducing wait times and making the experience faster and more efficient. An effortless process not only enhances customer satisfaction but also improves your operational efficiency, allowing customers to return to your store in the future.
- Customisable Policies
With Return Prime, you can customize your return policies to fit your business needs. Additionally, specified return policies ensure a smooth and efficient returns process, allowing you to focus more on growing your business.
- Effortless Integration
Return Prime integrates smoothly with various platforms and logistics providers, ensuring your return process runs without a hitch. This effortless integration saves you time and keeps your operations efficient, while allowing you to focus on growing your business and enhancing the customer experience.
- Personalised Workflows for Each Customer
Return Prime’s personalised workflows ensure a customized return or exchange experience for every customer. Whether it’s a sizing issue or product defect, customising the process based on the reason for the return boosts customer satisfaction and builds long-term loyalty.
- Transparency with Automated Notifications
With automated notifications, customers are kept informed at every step of the return process. Whether it’s for returns, exchanges, or refunds, keeping your customers updated builds trust and ensures they have a smooth, positive experience.
- Data-Driven ROI Tools
Return Prime’s powerful ROI tools, including an ROI calculator, helps you track the financial impact of your return policies. These insights enable you to refine your strategies, minimise unnecessary returns, and continually improve your processes. With this data, you can boost customer satisfaction, increase retention, and grow your business.
By using Return Prime’s features to optimize your returns process, you’re enhancing customer experience and retention, which in turn boosts your Return Customer Rate. This ultimately helps build a more loyal customer base, driving growth for your Shopify store.
Conclusion
Understanding your Returning Customer Rate (RCR) is key to growing your Shopify store. It reflects customer loyalty and satisfaction, which directly impacts revenue. A higher RCR means repeat buyers, reduced acquisition costs, and long-term business success.
By calculating and tracking this metric accurately, you gain valuable insights to refine your strategies and foster stronger customer relationships. Keep focusing on improving your RCR, and watch your store grow with loyal, repeat customers.
Ready to boost your Returning Customer Rate? Book a demo with Return Prime today and discover how our tools can optimize your return processes, enhance customer loyalty, and drive growth for your Shopify store!