Introduction The rapid development of social media has profoundly transformed the digital commerce landscape. Over the past decade, platforms initially designed for communication and entertainment have progressively integrated shopping functionalities, giving rise to what is now known as social commerce. Unlike traditional e-commerce, where consumers intentionally visit online stores to…