Generally speaking, insurance will cover you when you hit a pedestrian. If you are a pedestrian and you are hit by a driver, your car insurance may also cover you. Your bodily injury liability coverage for car insurance will pay any medical costs incurred by pedestrians you have hit, assuming that you were at fault.