Once you click on 'Save Question' your questions have been saved to your video! There is no “Save Interactive Question” button or extra steps you need to take. Whatever questions are saved at that point will be added to the video.
When you share the watch page link for your video, your saved questions will be available/viewable by anyone with that watch page link.