Mohammed had sons OTL who died in childhood. If one at least lived to adulthood, I'd guess that would make them natural successor on Mohammed's death.
That introduces an interesting element into Islam- would it then, very early on, develop an established tradition of a dynasty with divine right to rule Muslims? How would that effect Islam and the world?