You can get wheel protectors. These are like flexible plastic rings that fit on where the wheel rim meets the tyre, I think some are fixed on with self adhesive tape.
You can get them in a variety of colours, do a web search for the following;
Rimblades
Trims4Rims
Scuffs
AlloyGator