• What Is Awareness Worth?

    Causal media mix modeling for a subscription brand’s upper funnel.

  • Who Is Still a Customer?

    Churn probability and repeat-purchase forecasts for an online retailer’s first-time buyers.

  • Did TikTok Pay for Itself?

    Incremental return on a national channel launch measured without a holdout.