Within short-form video ecosystems, figures like Shi Zihan are not merely models; they are data-generating assets. A single 15-second clip can generate millions of views, driving traffic to associated e-commerce storefronts, brand sponsorships, and the studio's digital network. The interaction in these videos—the brief eye contact with the lens—creates a simulated intimacy that converts casual viewers into dedicated followers. The Business Model Behind the Camera