The burgeoning increase of short clips has fundamentally altered the online landscape. Platforms like the short-form app and IGTV Shorts have propelled a massive surge in consumer engagement. Right now, key observations involve raw content, niche creator dominance, and the rising use of automated tools for production . Looking into the future, we e