Play a more advanced version of the guessing game. Say "I am thinking of a book with the same person as author and illustrator." "I am thinking of a book that a chef might like."
Try spreading out the books you read with the child that week or just a few of his or her favorites. Play the guessing game with much simpler clues like "I am thinking of a book about a plane."