If your passenger is injured in a bike accident, guest passenger liability coverage will pay for their injuries up to the limits of your policy. Depending on your state, guest passenger liability coverage is either included in or distinct from your bodily injury liability coverage. Remember that if the other driver is to blame, their motorcycle insurance may cover your passenger’s injuries.