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CRO
Ecommerce
The Importance of A/B Testing as Tariff Policies Create Uncertain Economic Conditions
Yusuf Shurbaji
July 31, 2025
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2
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Table of Contents
Table of contents
In an era where tariffs and shifting economic policies can swiftly alter the ecommerce landscape, relying on intuition alone is no longer sufficient.
A/B testing has emerged as a critical tool for DTC brands aiming to navigate these uncertainties and optimize their strategies.
At Prismfly, we pride ourselves on being leaders in driving revenue growth through experimentation.
Below, we’ll share a few examples you should consider as part of your strategy today.
Why A/B Testing Matters Now More Than Ever
Tariffs can lead to increased product costs, which may necessitate price adjustments.
However, without understanding how these changes impact consumer behavior, brands risk alienating their customer base.
A/B testing allows businesses to experiment with different strategies and gather data-driven insights, ensuring that decisions are based on actual customer responses rather than assumptions.
3 Critical but Easy Opportunities for A/B Testing
Implementing A/B tests doesn't have to be complex. Here are three straightforward areas where DTC brands can begin testing:
1. Pricing Strategies
With tariffs potentially increasing costs, it's essential to understand how price changes affect conversion rates. A/B testing different price points can reveal the optimal pricing strategy that balances competitiveness with profitability. For instance, testing a 10% price increase against a 5% increase can provide insights into customer price sensitivity.
2. Product Bundling
Offering product bundles can be an effective way to maintain average order value without directly increasing prices. By testing various bundle configurations and pricing, brands can identify combinations that appeal most to their customers. For example, pairing complementary products at a discounted rate may encourage customers to purchase more.
3. Discount Messaging
The way discounts are presented can significantly impact their effectiveness. Testing different discount messages, such as "10% off" versus "Save $5," can help determine which resonates more with your audience. Additionally, experimenting with urgency cues like "Limited Time Offer" can create a sense of urgency and drive conversions.
Best Practices for Effective A/B Testing
To maximize the benefits of A/B testing, consider the following best practices:
Test One Variable at a Time: Isolate variables to accurately assess their impact.
Ensure Statistical Significance: Run tests long enough to gather sufficient data.
Segment Your Audience: Test different customer segments to understand diverse responses.
Monitor Multiple Metrics: Beyond conversion rates, track metrics like customer lifetime value and churn.
Iterate Based on Results: Use findings to refine strategies continuously.
Experimentation Is Key To Unlocking Revenue Growth
In the face of tariff-induced economic uncertainties, A/B testing provides DTC brands with the agility to adapt and thrive. By systematically testing and optimizing key aspects of your ecommerce strategy, you can make informed decisions that enhance customer satisfaction and drive revenue growth. Contact us today to learn more about how A/B experimentation can improve your bottom line.
Written By
Yusuf Shurbaji
Co-Founder & Managing Partner
Yusuf Shurbaji has over a decade of ecommerce growth experience. His past work includes building optimization departments & running experimentation inhouse and agency side for Dior, JCPenney, LVMH, American Precious Metals Exchange, Princess Polly, Built Brands, Ladder Sport, Maze Group, HelloFresh, Ledger, Blockchain.com, Kind Snacks, and other 9-figure brands. Yusuf is a Co-Founder of Prismfly, a conversion rate optimization agency focused on growing revenue and EBITDA for D2C ecommerce brands. Prismfly is the first CRO focused Shopify Plus certified agency and has seen triple digit growth the past 2 years.