Predictive ROI Modeling: Planning Marketing Budgets with Confidence
Summary: AI can simulate how spend distribution across channels affects ROI. Problem: Marketing budgets are often allocated based on last year’s performance, not future potential. Solution: Use predictive models to test multiple budget scenarios before investing. Comparison: Historical budgeting: backward-looking Intuitive allocation: biased Predictive modeling: forward-looking and data-backed Actionable Recommendation: Run three budget simulations quarterly to identify the […]
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