Your Campaigns Are Optimizing for the Wrong Number: The Case for LTV-Aware Budget Allocation
Campaign Optimization
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Your Campaigns Are Optimizing for the Wrong Number: The Case for LTV-Aware Budget Allocation

Optimizing for conversions without revenue context is a structural mistake. Here's how LTV-aware budget allocation — combined with coherence scoring and dynamic CPA — changes campaign performance fundamentally.

AG
Ayse Guney
Head of PPC Engineering
Mar 11, 2026
8 min read
Campaign OptimizationBudget AllocationPerformance AnalyticsAccount StrategyAutomationData-Driven
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AG
About the author
Ayse Guney
Head of PPC Engineering

Ayse owns account strategy at Scaletrics, working with PPC teams managing $500K–$5M in annual spend. Eighty-plus brands operated at multi-million-dollar portfolio scale.

Campaign OptimizationBudget AllocationPerformance AnalyticsAccount StrategyAutomationData-Driven
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