Nice UI!
Two minor comments:
1) Sometimes the same book shows up in different columns (e.g. Bestsellers and Recent Fiction). This feels redundant (and possibly unintentional?)
2) There's a Sign Up link. What does signing up do? Is it to write reviews? Subscribe to new books? Something else?