Flowers in the attic. Kinda a twisted book but it did make me fall in love with reading when I was about 13'ish. I read every V.C. Andrews book until I ran out during my early teens.
I'm not sure, I was reading before I was in kindergarten. Charlotte's Web is the first book I fell in love with though.