Multivariate Test

We start by identifying the specific customer behaviour we want to improve, such as progressing through a purchase funnel or increasing sign-ups. Next, we create Control A (the original version) and Variant B (a different version with a key change, such as price, messaging, or design). We define a measurable improvement threshold that Variant B must surpass and ensure our sample size is statistically significant. The experiment is then executed by directing 50% of traffic to Control A and 50% to Variant B. Once the test reaches its target audience size, we analyse conversion rates and decide whether Variant B outperformed the control. If so, it replaces Control A, becoming the new standard. If the difference is inconclusive, we refine and run another round of testing.