What are your favorite book recommendations for new readers?

New readers often struggle to find books that they connect with. It often takes exploring different genres and writing styles from a many points of views to understand your own tastes. If you've managed to find that sweet spot, what books would have helped you get there faster? What books do you wish you knew about when you started reading?