Paid Media Forecasting: Account for AI & Real-World Variables
Neil Patel Blog1h ago·1 min readAdvertising
AI Summary
Paid media forecasts often fail due to CPC inflation, conversion rate volatility, and creative decay, not strategy flaws. This article explains how to build more accurate forecasting models by incorporating these real-world variables from the outset, especially as AI bidding reduces predictability.
⚡ Marketer Insight
AI bidding is making traditional paid media forecasting models obsolete by introducing unpredictable volatility. Relying on outdated forecasting methods means setting leadership up for disappointment and misallocating budget.
#paid media#forecasting#ai bidding#ad performance
Original article
Neil Patel Blog