In an increasingly dynamic and competitive business landscape, the traditional paradigms of market segmentation are no longer sufficient. Organizations today are navigating through complexities that demand more refined, data-driven, and behavior-centric approaches to understand their target markets. Particularly within the Kingdom of Saudi Arabia (