Is There a Correlation Between a 31% Increase in Conversion Rate and a 50% Increase in Sales?

An AB test is a way to determine the actual causal impact of an idea. A-B testing allows you to control for all confounding variables, such as parents or shaved heads. Increasing the amount of people tagging a friend will actually do nothing if it's not correlated with conversion rate.