Making homemade sloppy joes is a lot like making a meat sauce, but the taste is very close to barbecue sauce. Using ketchup and mustard along with brown sugar gives you a nice sweet taste with a good amount of tang. Of course the cooked beef adds richness. All of this is set off nicely with a soft, white bun.