Should I start going gym with potential girlfriend?

Like she won't go on a real date with me and in the last 6 months we have kissed a few times and talk often on the phone but I would really like to start dating and she asked me to go to the gym. If we go to the gym it might feel as if we are more friends than anything, I'm not sure..........