AI can estimate ad performance using historical data and patterns, but it cannot guarantee real-world results.
Pre-launch forecasting tools analyse past campaigns, audience behaviour, and industry benchmarks to model likely outcomes. This helps:
However, live performance is influenced by factors like competition, timing, and market shifts. AI reduces risk, but testing and iteration are still essential.