Description
Predictive Ad Performance Analysis uses AI and machine learning to estimate how different ad formats, creatives, and channels are likely to perform before they are launched. By leveraging historical data, market trends, and audience behavior, predictive models can provide insights into which ads will yield the highest engagement and conversion rates. This use case helps marketing teams optimize their ad strategies and allocate resources more effectively, minimizing guesswork and maximizing ROI.