Formulating an alternative hypothesis involves identifying the metric you want to improve, such as open rate, click-through rate (CTR), or conversion rate. For example, if you want to test whether a new email design will increase the CTR, your alternative hypothesis might be: "The new email design will result in a higher CTR compared to the current design."