To effectively predict customer behavior, various types of data should be collected and analyzed. This includes:
Demographic data: Age, gender, location, etc. Behavioral data: Purchase history, browsing patterns, email open rates, click-through rates, etc. Transactional data: Order value, purchase frequency, etc. Engagement data: Social media interactions, customer feedback, etc.