Demand in the Desert: Why Saudi Consumer Behavior Breaks Every American Forecasting Model
American retailers and FMCG firms entering Saudi Arabia routinely discover that their US-tested demand models collapse on contact with the Kingdom's uniquely layered consumer calendar. From Ramadan-driven spending surges to oil-linked wealth cycles, Saudi purchasing behavior follows rhythms that no standard Western forecasting tool is calibrated to capture. This analysis offers US companies a structured framework for rebuilding their demand projections from the ground up.