Introduction Building a short-video platform is a lucrative venture in the rapidly changing domain of digital platforms. Short-format video content has become the favored medium for amusement and interaction around the world. The TikTok platform, with its innovative recommendation systems and engaging features, has emerged as a cultural phenomenon,