Abstract
This research explores the evolving landscape of consumer behavior in the digital age. By analyzing trends in online shopping, social media influence, and brand engagement, we identify key factors driving consumer choices. The findings highlight the importance of personalization and digital marketing strategies in shaping consumer preferences. Recommendations for businesses are provided to adapt to the changing consumer landscape.