I dont think it actually fell off, it's just that the full potential of the series was never reached.Assassins Creed.
Killing off Desmond, and the potential for a present day assassins creed starring him to end the series, in order to go for a yearly release was a terrible mistake. The series never really evolved and the gameplay is boring now.