I have hunted deer on a bike for the past 12 years. Gets me back about 5 miles on public land where vehicle access is only for handicapped.
I have a 2 wheel deer hauler from Cabelas that I fasten to my seat and off you go. I can haul out my tresstand and a deer along with a backpag pretty easily. 100% dirt roads after a 1/2 mile drag from my stand.
Shot at least 10 deer that way. Have never one time seen an archer back there. Rifle season it is a pumpkin patch.