Except, imo, they mirror Christianity's. I haven't watched the videos yet, will in a minute, but to my knowledge, Muslim eschatology has much of the same elements as Christian eschatology, but it seems to me, their bad guys are our good guys and our bad guys are their good guys.
I think their mahdi is our AC, and their Isa (Jesus) is our false prophet. Their dajjal/AC is the real Jesus returning. Their mahdi makes a treaty with non-Muslims for 7 years, their "Jesus" comes back, denounces Christianity and defers to the mahdi. Their dajjal can raise people from the dead and has a large number of Jewish followers.
Good book link on the subject - Will Islam Be Our Future? A Study of Biblical and Islamic Eschatology
That very well may be. They are certainly setting themselves up for the Anti-Christ.
Thanks for the link to Will Islam Be Our Future? A Study of Biblical and Islamic Eschatology.