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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.
Full-Funnel Planning
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Most MMMs zero out long-term brand effects, quietly starving future demand while short-term ROAS still looks great.
Long-Term Effects
MMM

Why traditional MMM blurs auction costs with consumer behavior, and how LiftLab’s two-stage model delivers precise, full-funnel guidance.
Auction Dynamics
MMM

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