Multi-metric per-marketplace aggregation with conditional and unconditional variants. Practice computing ad-attributed orders, ad spend, ad-attributed revenue, and ROAS in one pass per marketplace, and producing the waterfall the marketing team uses for budget reallocation across platforms.