[header] How to know if a girl you have never talked to before likes you [title] Pay attention when she's around. [step] If you two haven't met yet, and this girl likes you, then she may stare at you and smile to get your attention. Make sure you smile back, and watch her reaction. 
Shy girls may blush and outgoing girls may smile back. You're basically engaging in a little flirting.