Social media has transcended its original purpose of connecting people and has become a formidable force that shapes consumer spending habits, particularly among younger generations. The seamless integration of shopping features, the rise of influencer culture, and the sophistication of algorithm-driven content have transformed social platforms into dynamic engines of