Don't give up. Last year I didn't even get one interview so you are doing well. It's just that teaching jobs are few and far between. You don't know the circumstances why you weren't chosen- Many schools have internal candidates- students or supply teachers- and just advertise for the sake of it even though an outsider has no hope. Your best bet is to impress at supply and show schools what they are missing. Good luck!