Evaluate affiliate, campaign, and commission decisions against contribution margin, refunds, acquisition cost, LTV, and payback. Use when the user wants to assess affiliate profitability, set or negotiate commission rates, compare partner economics, model incentives, calculate margin headroom, or decide whether a campaign can scale. Require supplied financial data and label projections, assumptions, and data gaps; never invent costs or change commercial terms without explicit approval.
