These usually download as encrypted MP4 or MKV files that require authorized apps to play. They are not generic MP4 files you can share—that’s by design to protect the creators.
You can purchase the film digitally for permanent download or use the "Watch Offline" feature on supported subscription services: Download Suzume -2022- -Japanese with Subtitles...