/conv/ - Conversion Rate

deciding between single variable changes and testing multiple elements is tricky when your sample size is small. running a multivariate test on a low-traffic landing page often leads to statistical insignificance because the data takes way too long to reach confidence levels. a/b testing remains the safer bet for most shops trying to move the needle quickly. instead of guessing which combination works, focus on one high-impact change like your primary cta color or headline.
>it is better to have a clear winner than an inconclusive mess. stick to simple experiments until you have enough volume to justify more complex setups.