When one girl is speaking of another girl, then "girlfriend" is used to mean simply friend. (Note that a guy cannot refer to his Platonic friend as his girlfriend.)
What's wrong with the term "friend"?
A: I'm going to the mall with Karen.
B: Oh, is she your new girlfriend?
A: No, but she's a good friend.