You can't download a video from the browser unless there is a button available for this procedure. As we all know, iPhone isn't permissive like Android and doesn't offer to save videos natively. You will need an application that can browse to that address and get the video (if it's a video sharing website).
Access the App Store and search for: Video Downloader Pro.
