Categorical data can be collected through various means, such as: - Sign-Up Forms: Gather essential demographics and preferences when users subscribe. - Surveys: Conduct surveys to gain deeper insights into customer preferences. - Purchase History: Track what products or services each customer has bought. - Engagement Metrics: Monitor how users interact with your emails (opens, clicks, etc.).