Analyzing and Optimizing Shopify Sales by Payment Method

Introduction

Customer payment preferences directly influence conversion rates and the total cost of doing business on Shopify. Understanding which gateways drive the most revenue and which ones incur the highest fees is essential for any merchant aiming to scale profitably. By reviewing your payment data, you can identify patterns that lead to higher average order values or, conversely, those that result in excessive chargebacks and refunds.

We built HidePay to help merchants act on these insights by giving them total control over the checkout experience — get HidePay for your store. This article explains how to locate your payment reports, what the specific metrics mean for your bottom line, and how to optimize your checkout based on your actual sales data. Whether you are a high-volume B2B seller or an international dropshipper, mastering your payment method strategy is a practical step toward a more efficient store.

Finding the Sales by Payment Method Report

Shopify provides several native ways to view how your customers are paying. While the platform does not always have a single button labeled "Sales by Payment Method" in every plan level, the data is readily available through the Finance and Analytics sections of your admin.

To find the primary data source, navigate to the Analytics section and select Reports. Under the Finance category, you will find a report titled Payments. This report is the most direct way to see a breakdown of your transactions grouped by the gateway used. It tracks total transactions, gross payments, refunds, and net payments.

For merchants on advanced plans or those using specialized reporting apps, you can often customize a Sales report to include payment method as a dimension. By adding "Payment Method" or "Gateway" as a column in a sales-over-time report, you can see exactly how much revenue each option generates on a daily or weekly basis. This level of granularity is necessary if you want to understand if certain days of the week or specific marketing campaigns attract customers who prefer one payment type over another.

Interpreting Your Payment Data

Collecting the data is only the first step. To make informed decisions about your checkout configuration, you must understand what the specific metrics in these reports are telling you. For more background on why targeted payment controls matter, see Introducing HidePay on the Nextools blog.

Gross Sales vs. Net Sales

Gross sales represent the total value of products and shipping charged to the customer before any deductions. While this number looks impressive, it does not reflect the reality of your bank account. Net sales are far more important. This figure subtracts discounts and sales reversals (refunds and cancellations) from your gross sales. If a specific payment method shows high gross sales but significantly lower net sales, it suggests that customers using that method are more likely to return items or cancel orders.

The Impact of Sales Reversals

Shopify recently updated its terminology to use "Sales Reversals" and "Reversed Quantity." This includes full and partial refunds, order edits, and cancellations. When you analyze your sales by payment method, pay close attention to the reversal rate. A payment method with a high reversal rate might indicate that the checkout process for that specific gateway is confusing, leading to accidental orders, or that it attracts a demographic with higher return tendencies.

Transaction Fees and Payouts

The payment report helps you see the "Gross to Net" breakdown, but it is also important to reconcile this with your actual payouts. Each gateway—whether it is Shopify Payments, PayPal, Stripe, or a Buy Now Pay Later (BNPL) provider—charges a different fee structure. By comparing the total sales from a specific gateway against the fees incurred, you can calculate the true cost of offering that payment option.

Why Analyzing Payment Performance Matters

Optimizing your store based on payment data is not just about cleaning up the checkout page. It has direct implications for your profitability and customer satisfaction.

Reducing Cart Abandonment

Checkout research consistently shows that a lack of preferred payment options is a leading cause of cart abandonment. If your report shows that 70% of your sales in a specific region come from a single gateway, that gateway should be the most prominent option at checkout. If customers have to scroll past five irrelevant options to find the one they use, they are more likely to leave.

Managing High Transaction Costs

Some payment methods are significantly more expensive for the merchant than others. BNPL services often charge a much higher percentage than standard credit card processing. If your analysis shows that these methods are being used for small orders where your margins are already thin, you may want to limit their availability. Our tool allows you to set rules that hide these expensive options when the cart total falls below a certain threshold, protecting your profit on smaller transactions — see how to hide payment methods by cart total.

Mitigating Chargeback and Fraud Risks

Certain payment methods or geographic regions may show a higher propensity for chargebacks. If you identify a pattern where a specific payment method is frequently associated with fraudulent orders in a particular country, you can take proactive steps. Instead of disabling the gateway globally, you can use a targeted rule to hide it only for that specific country or for customers with certain tags. For advanced order validations and blocking suspicious orders, consider a rules-driven validator like CartBlock on the Shopify App Store.

Strategic Payment Method Optimization

Once you have analyzed your Shopify sales by payment method, the next step is implementation. Data is only valuable if it leads to action. We recommend a focused approach to checkout optimization that prioritizes the customer experience while protecting your margins.

Sorting Methods for Better Conversion

The order in which payment options appear matters. Most customers scan the checkout page from top to bottom. By placing your most popular and highest-converting payment methods at the top, you reduce the cognitive load on the customer. To learn the exact steps, see how to sort payment methods in HidePay.

For example, if your data shows that mobile users overwhelmingly prefer Apple Pay or Google Pay, you should ensure these express options are front and center. Conversely, if you are a B2B merchant and your data shows that "Bank Transfer" or "Invoice" is the primary way your high-value clients pay, those should be sorted to the top for customers tagged as "B2B."

Hiding Methods by Geography or Risk

Blanket settings for payment gateways often lead to inefficiencies. A merchant shipping globally might find that Cash on Delivery (COD) is essential in some markets but a logistical nightmare in others. If your reports show that COD orders in a specific province have a 40% refusal rate, the most logical step is to hide that option for that specific area. For related shipping controls, Nextools also provides a shipping-focused app — see HideShip on the Shopify App Store.

HidePay enables you to create these precise rules. You can hide payment methods by city and country with HidePay. You can hide payment methods based on:

• The customer's country, province, or zip code.
• The total value of the cart.
• The specific products or collections in the cart.
• Customer tags (e.g., hiding retail-only payment methods from wholesale buyers).
• The day of the week or specific order attributes.

Customizing Names for Local Clarity

Sometimes the issue isn't the payment method itself, but how it is labeled. If your reports show low engagement with a specific gateway in a foreign market, it might be because the name is unfamiliar. Renaming a generic "Credit Card" option to something more localized or adding "Secure" to the label can increase trust. Small adjustments to the naming convention can lead to a measurable lift in successful checkouts.

Implementing Changes with HidePay

Making these changes manually in Shopify used to require complex scripts or theme code edits. However, as Shopify has evolved, so have the tools available to merchants. Our app is built on native Shopify Functions, which provides a more stable and high-performance way to customize the checkout. To explore Shopify Functions tooling, check out SupaEasy on the Shopify App Store.

Because the app runs natively within Shopify's infrastructure, your checkout remains fast and secure. There are no external scripts that could slow down the page or break during a high-traffic sale. This technical foundation allows you to stack multiple rules—such as hiding a high-fee gateway for low-value orders while simultaneously reordering credit card options for international customers—without any conflicts.

When you use our tool, you are not just guessing what might work. You are taking the data from your sales reports and building a logic-based checkout that responds to user behavior in real-time. This level of control is what separates high-growth stores from those that struggle with inconsistent conversion rates.

Conclusion

Analyzing your sales by payment method is a fundamental part of modern e-commerce management. It reveals exactly where your revenue is coming from, which gateways are costing you the most in fees, and where there is room to improve the customer experience. By moving beyond a "one-size-fits-all" checkout, you can protect your margins and make it easier for your customers to complete their purchases.

• Review your Finance Reports regularly to identify high-fee or high-refund gateways.
• Segment your payment performance by geography to uncover local preferences.
• Use logic-based rules to surface the right payment methods for the right customers.
• Continuously test your checkout layout to ensure it aligns with your most profitable sales channels.

Optimizing your checkout doesn't have to be a complex technical project. With the right data and a tool like HidePay, you can implement these changes in minutes — install HidePay to get started today.

FAQ

How do I see which payment method is most popular on my Shopify store?

The easiest way is to go to Analytics > Reports in your Shopify admin and look for the "Payments" report under the Finance section. This will show you a breakdown of total transactions and net sales for each gateway you have enabled, such as Shopify Payments, PayPal, or Manual methods.

Can I hide a specific payment method for certain products?

Yes, you can use our app to create rules that hide specific payment gateways based on the contents of the cart. This is particularly useful if you sell restricted items that certain providers don't allow, or if you want to disable expensive Buy Now Pay Later options for low-margin products. See the help article on how to hide a payment method for certain products.

Why does the "Net Sales" figure differ between payment methods?

Net sales take into account discounts and returns. If one payment method has a much lower net sales figure compared to its gross sales, it indicates that customers using that method are more likely to return their items or use heavy discount codes, which impacts your overall profitability for that gateway.

Is it possible to reorder how payment methods appear at checkout?

While Shopify's default settings offer limited control over the order of gateways, HidePay allows you to sort payment methods according to your preference. You can move your most profitable or popular options to the top to guide customers toward the checkout path that is best for your business — check the HidePay sort or rename tutorial for step-by-step instructions.