The rise of social media has made tobacco marketing increasingly sophisticated and difficult to detect. Images of tobacco products are embedded in short videos, entertainment content, and influencer posts, directly impacting the perceptions and behaviors of children and teenagers. This situation highlights the urgent need to tighten control over tobacco promotion online.