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The complete PPC audit checklist — 56 checks across Google Ads, Meta, Microsoft and AI answers, updated for 2026
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Illustration of reported ROAS 4.2x with the portion that would have happened anyway stripped out, leaving 1.6x incremental revenue proven against a holdout.

Why incrementality has replaced ROAS as the measure that matters

Split graphic contrasting a team managing platforms manually with a team setting strategy while Rubin executes across Google, Meta and Microsoft Ads, captioned: Your team decides the direction. Rubin executes inside it.

What is Microsoft PMax, and how is it different from Google's?

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