The meteoric surge of short-form clip platforms has completely reshaped the digital landscape. Currently, trends indicate a change towards increased interactive features, such as real-time content and enhanced editing applications. Considering ahead, we predict that customized recommendations will become even more sophisticated, leading to niche co