Introduction Developing a short-video platform is a highly profitable business opportunity in the ever-growing domain of social media. Short-form videos has become the preferred type for entertainment and connectivity across the globe. TikTok, with its innovative recommendation systems and interactive functionalities, has transformed into a pop cul