Hi,
To get more traction, use a softer material tire.
If you use a softer tire, you need to enlarge the footprint (are of contact), assuming that you will allow the same amount of "collapse" of the tire.
Remember though, that traction is loss of power in a dynamic setting, or we would all use tires sticky as molten caramel.