I've read multiple times that it helps with search as Google / YouTube read the captions as well but I honestly don't know if that's true or one of the many silly rumours!! I even translated my launch video into several different languages (the captions) and the title / description using TubeBuddy, once again no idea if it helped but I had the time and inclination so why not, sure it can't hurt!