Testing a null hypothesis typically involves running an A/B test. In an A/B test, you split your email list into two groups. One group receives the control email (e.g., the current subject line), and the other group receives the test email (e.g., the new subject line). After sending the emails, you collect data on key performance metrics such as open rates, click-through rates, and conversion rates.