Taylor Swift's pretty good. I like Love Story. And Avril Lavigne's first album, Let Go, is fantastic. I have Aqua's first album, but it's been ages since I've listened to it. I'll admit, it is very catchy and really makes you want to dance along.
But my guilty pleasure would be...