Introduction Developing a short-video platform is a lucrative investment in the fast-evolving landscape of online communities. Short-form media is becoming the favored medium for leisure and communication across the globe. TikTok, with its advanced recommendation systems and engaging features, has emerged as a cultural phenomenon, transforming the