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Every ROI calculator has assumptions. We document ours fully. The AffordX estimator uses a multi-variate regression model trained on anonymized campaign data from 47 advertiser accounts across 3 platforms. Key variables: current CPM, conversion rate, audience size, decile distribution, and platform. The model is intentionally conservative — actual savings typically exceed estimates by 12-18%.