It's the little things. Having a uniform and a branded vehicle makes a big difference to me. Great selection of restaurants. Good ordering system that allows for variations and options in menus. Food arrived faster than estimated from a very friendly delivery person.
I prefer BiteSquad to UberEats and GrubHub.