AI-driven marketing forecasting leverages machine learning to analyze consumer behaviour, seasonality, and external factors. This blog outlines how predictive analytics improves campaign planning, demand forecasting, and budget allocation. It also explains challenges like data quality and bias, while detailing emerging trends such as generative AI for personalized content prediction.