As per
this poll, the 12 most popular genres in order were:
Science Fiction
Fantasy
Mystery
Historical Fiction
General Fiction
Nonfiction
Comedy
Other
(Auto)Biographies
Romance
Vampires(?)
True Crime
Of course, that was based on the list constructed for the poll.