A video-to-prompt tool looks simple from the outside: upload a clip, wait a moment, and copy the result. The hard part is not generating text. It is preserving enough of the source video's structure that the prompt remains useful when another model interprets it.
Source: [Dev.to](https://dev.to/videoflow/how-to-build-a-reliable-video-to-prompt-pipeline-151a)