1. Norse Mythology, by Neil Gaiman, Norton – Debut
2. The Underground Railroad, by Colson Whitehead, Doubleday
3. A Gentleman in Moscow, by Amor Towles, Viking
4. Commonwealth, by Ann Patchett, Harper
5. The Whistler, by John Grisham, Doubleday
6. Universal Harvester, by John Darnielle, FSG – Debut
7. 4 3 2 1, by Paul Auster, Holt
8. The Girl Before, by J.P. Delaney, Ballantine
9. Difficult Women, by Roxane Gay, Grove Press
10. Swing Time, by Zadie Smith, Penguin Press
11. Behind Her Eyes, by Sarah Pinborough, Flatiron
12. The Refugees, by Viet Thanh Nguyen, Grove Press – Debut
13. Moonglow, by Michael Chabon, Harper
14. All the Light We Cannot See, by Anthony Doerr, Scribner
15. Small Great Things, by Jodi Picoult, Ballantine
Published Wednesday, February 15, 2017 (for the sales week ended Sunday, February 12, 2017). Based on reporting from many hundreds of independent bookstores across the United States. For information on more titles, please visit IndieBound.org