Well, to spell it correctly, it's 'graphic novel'. Notice that 'graphic' comes first and then 'novel'. Keep this in mind and you won't go wrong.
The correct spelling is 'graphic novel'. There's nothing too complicated about it. Just remember the order of the words and you'll be fine.
It's spelled 'graphic novel' just like that. Simple, right?