The rapid growth of short clips has fundamentally reshaped the online landscape. Platforms like TikTok and IGTV Shorts have propelled a significant wave in audience engagement. At present , key observations involve website authentic content, micro-influencer dominance, and the increasing use of machine learning tools for editing . Looking forward ,