In the context of Email Marketing, a hypothesis is a proposed explanation or assumption you make about how a specific change in your email campaign will affect your results. It is a starting point for A/B testing and other forms of experimentation. For example, you might hypothesize that changing the subject line of your email will increase the open rate.