Off-road recovery kit
No one should leave the well-groomed roads without some amount of recovery gear. It may not be cheap, but it is way less expensive than getting a tow truck out in to the middle of nowhere (if it is even possible). Plus you won't end up being known as the 'equipment leech' of your group.
