SaaS landing page pricewell logo

A/B Price Testing for SaaS

You are losing out on revenue if you guess your pricing. A/B price testing helps your find out what customers are willing to pay.

scales weighing two piles of dollar bills

How did you decide on your pricing? Did you copy your competitor, pick a random number or just read somewhere that 19, 49, 99 is a good place to start? If you did, you are not alone. Most SaaS companies do the same. But, how do you know what your customers are really willing to pay? Working out what value you customers put on your product is a key part of your pricing strategy. A/B price testing is a solid way to do that.

Understanding A/B Testing for Pricing

A/B testing, also known as split testing, involves comparing two versions of a webpage or product (in this case our pricing table) to determine which performs better. When applied to pricing in the context of SaaS, it becomes a potent strategy for refining the way a product is presented to potential customers. A/B testing for pricing aims to find the sweet spot that maximizes revenue while ensuring customer satisfaction.

The Importance of Conversion Rate Optimization

Conversion rate optimization (CRO) is the science and art of improving the percentage of visitors who take the desired action, whether it’s making a purchase, signing up for a trial, or subscribing to a service. A/B price testing is a crucial component of CRO, as it allows SaaS companies to experiment with different pricing structures and identify the most effective approach to convert visitors into paying customers.

Key Benefits of A/B Price Testing for SaaS

  1. Optimizing Revenue Streams: A/B price testing enables SaaS companies to experiment with different price points, discount structures, and packaging options. By analyzing the impact of these variations on customer behavior, businesses can identify the pricing strategy that maximizes revenue without compromising customer satisfaction.

  2. Understanding Customer Preferences: Every customer base is unique, and their preferences play a significant role in their purchasing decisions. A/B testing for pricing allows SaaS companies to gain insights into customer preferences, helping them tailor their offerings to meet specific needs and expectations.

  3. Enhancing Competitiveness: Staying competitive in the SaaS industry requires a deep understanding of market dynamics. A/B price testing allows companies to benchmark their pricing against competitors, ensuring that their offerings are not only attractive to customers but also stand out in the market.

  4. Reducing Churn: Pricing plays a pivotal role in customer retention. A/B testing helps identify the price points that resonate with customers, reducing the likelihood of churn. By aligning pricing with the perceived value of the product, SaaS companies can foster long-term customer relationships.

Best Practices for A/B Price Testing

  1. Start with Hypotheses: Before conducting A/B tests, formulate clear hypotheses about how changes in pricing may impact customer behavior. This will provide a structured approach to the testing process and ensure meaningful insights.

  2. Segment Your Audience: Different customer segments may respond differently to pricing variations. Segment your audience based on characteristics such as geography, usage patterns, or demographics to uncover nuanced insights.

  3. Monitor Key Metrics: Track essential metrics, including conversion rates, average revenue per user (ARPU), and customer lifetime value (CLV). Analyzing these metrics during and after A/B tests provides a comprehensive view of the impact of pricing changes.

  4. Iterate and Learn: A/B price testing is an iterative process. Use the insights gained from each test to refine your pricing strategy continually. The dynamic nature of the SaaS industry requires companies to adapt and evolve their pricing models based on ongoing customer feedback and market trends.

  5. Use a tool to help: A/B price testing is complex. There are so many places you display your pricing (website, inside your app, upgrade banners). Using a tool like PriceWell can help you manage the complexity and make sure you are testing the right things.


A/B price testing for SaaS is a powerful tool for unlocking growth potential and ensuring sustained success in a competitive market. By incorporating A/B testing into pricing strategies, SaaS companies can refine their approaches, optimize conversion rates, and stay ahead of the curve. As the industry continues to evolve, embracing a data-driven approach to pricing will be essential for companies seeking to thrive in the dynamic world of Software as a Service.

Recommended Reading