A few years after the succesful run of Gilmore Girls ended in 2007, Graham signed on to another family drama, NBC's Parenthood, starring alongside Dax Shepard, Peter Krause and Mae Whitman. In 2013 Graham became a published author with her New York Times bestseller Someday, Someday, Maybe.