To be prepared for getting lost, your backpack should include essentials like a map and compass, extra food and water, a first aid kit, a whistle or signaling device, a flashlight or headlamp, extra clothing layers, and a fire starter. These items can help increase your chances of survival and being found by search and rescue teams.