Sure, but the roads the enemy is using are a vast minority of all the roads out there, constrained to certain geographical areas. If one happens to be in the middle of it, they'll have bigger concerns than whether to invest in a bike or a horse.

If it's the apocalypse, then everyone will be desperate.