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Forecasting
Scenario Modeling
Simulating different budget allocation scenarios to predict outcomes before committing real spend. For example: 'What happens if I shift $20K from Google Search to Meta prospecting?' or 'What if I increase total spend 30% for Black Friday?' Reduces risk by testing decisions mathematically against historical patterns and forecasting models before any money moves. The difference between reactive optimization and proactive strategy.
Why it matters
It moves the argument from opinion to arithmetic. A reallocation debate that cannot state its expected outcome is a preference, not a plan.
In practice
Model the downside case as carefully as the upside. A scenario that only shows the good outcome is advocacy.
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