The explosive expansion of short clips has fundamentally reshaped the online landscape. Platforms like the short-form app and the photo-sharing platform’s video feature have spurred a significant wave in audience engagement. Currently , key patterns involve raw content, niche creator dominance, and the increasing use of machine learning tools for