Case Study

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Friday, February 13, 2026

From Attribution Noise to Causal Truth: How Maxma Supports Outschool's Always-On Testing Cadence

Within 2 months, Outschool ran 4 incrementality tests with minimal overhead—scaling what worked, right-sizing lower-funnel spend, and avoiding wasted budget on non-incremental expansion.