A hypothesis is a statement that you can test to prove or disprove. It's essential to formulate a clear and concise hypothesis before starting your test. For example, "Changing the CTA button color from blue to red will increase the click-through rate." Having a well-defined hypothesis helps you stay focused and measure the right metrics.