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How to Test Incrementality Before Peak Spending Starts
Marketers should run geographic or audience holdout tests (20‑30% holdouts for 4‑8 weeks) to measure true lift versus last‑click credit, using incremental ROAS and new‑customer acquisition to reallocate budgets.