If you are rooting for someone, you are giving them your support while they are doing something difficult or trying to defeat another person.
[informal] Good luck, we'll be rooting for you. [VERB PARTICLE noun]
It's one of those movies in which you're forced to root for the villain. [VERB PARTICLE noun]