Paid Media Forecasting: How to Predict Ad Performance (Without Getting It Wrong)
Key Takeaways Paid media forecasts most often break at CPC inflation and conversion rate volatility, not at the strategy level. New campaigns run negative for the first several weeks as algorithms learn. Forecasts that skip this ramp-up period set expectations that fail before the campaign does. Creative decay is a predictable variable that belongs in […]





