Complex COGS with changing box contents
Subscriber churn impacts LTV calculations
Shipping costs vary by box size and weight
Marketing costs spread across subscription lifecycle
Tracking profitability per subscriber cohort
Order-level COGS for accurate box margins
Track profitability trends over time
Ad spend attribution to acquisition
Product-level cost tracking
Export data for cohort analysis