There’s this take that really hits home: Sora 2’s retention rate dropped to nearly zero two months after launch. Companies like OpenAI that build models might need to take a page from Douyin and Kuaishou on how to keep users around. Whether the numbers are accurate or not, the point is solid—no matter how mind-blowing the tech is, if users try it a couple times and have no reason to come back, it’s all for nothing.
Short video platforms keep users hooked with content ecosystems, recommendations, and social connections, not just a one-off generation feature. If AI video tools only solve the “can generate” part, they’re just a novelty people try and drop. Retention is a problem that models alone can’t crack. When you guys use these tools, do you stick with them long-term or just try them once and move on?