Blogs
Practical guidance on planning budgets, proving incrementality, and staying ahead of platform shifts without sacrificing long-term growth.

Still relying on weekly or quarterly MMM? Discover how PlatformSense delivers daily, real-time marketing insights with econometric rigor, so you can act faster, reduce wasted spend, and maximize ROI.
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Over-optimizing for short-term ROAS quietly hollows out demand; full-funnel budget planning is how you reclaim that lost growth.
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Most MMMs zero out long-term brand effects, quietly starving future demand while short-term ROAS still looks great.
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Why traditional MMM blurs auction costs with consumer behavior, and how LiftLab’s two-stage model delivers precise, full-funnel guidance.
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MMM guesses saturation from history; integrated experiments recalibrate it with causal proof, so budgets stop flying blind.
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