Like most Arabs of the time, he was familiar with the stories of Noah, Lot, Abraham, Moses, and Jesus and knew that some people expected the imminent arrival of an Arab prophet, but it never occurred to him that he would be entrusted with this mission.
NPR: Armstrong, 'Muhammad: A Prophet for Our Time'