Most of the time I think you can tell if someone likes you just in the body language and the things they do when around you. I know when me and my girlfriend had our first date we made alot of eye contact and there was tons of unnessary smiling and laughing. No uncomfortable silences at all. Just try to read that person and it shouldn't be hard to tell, since then we have been together 2 years strong
Good Luck !!