My personal opinion: if you are not in an exclusive relationship now, how will you be in the future. If you are head over heels in love, than you don't want to spent time with someone else.
Maybe you could tell him that you want the relationship to become exclusive and that YOU are stopping dating other people. Then he sees how serious you are. If he doens't do the same, I think you now what to do.