To prepare for the holiday season, businesses should focus on creating a streamlined approach to their marketing and revenue data. Key steps include establishing a single source of truth for revenue, monitoring ad spend, understanding unit economics, analyzing past anomalies, and ensuring robust conversion tracking, all while maintaining real-time inventory awareness.