Mud tires would help, but only if you have 4WD really. With mud, you need floatation as much as you need traction, so, mud tires tend to be much wider with deep

Mud tires would help, but only if you have 4WD really. With mud, you need floatation as much as you need traction, so, mud tires tend to be much wider with deeper tread. Usually paddle tires (the ones with scoops) are used in sand, not mud.