The explosive expansion of short video has fundamentally reshaped the digital landscape. Platforms like TikTok and the photo-sharing platform’s video feature have propelled a massive upswing in consumer engagement. At present , key observations involve raw content, niche creator dominance, and the rising use of automated tools for production . Lo