1) Mohammed dies before things are really spread or documented
2) The Mongols go as far as Mecca/Medina and destroy everything
3) As noted elsewhere, Byzantium and Persia are both stronger when Islam arises so it's not largely filling a power vacuum
4) Far more recently, Western Powers (or the Ottomans) get/retain control of most of the oil/oil revenues. Without the money from oil, modern Islam (especially jihadi-type) isn't nearly as well funded, advertised, documented, etc.