Effective predictive models require a variety of data points, including:
Subscriber Demographics: Age, gender, location, etc. Behavioral Data: Past interactions with emails, such as opens, clicks, and conversions. Engagement Metrics: Open rates, click-through rates, and bounce rates. Purchase History: Data on past purchases and transaction values. Website Activity: Information on how subscribers interact with your website.