Michishige's second solo photobook, titled Longing (憧憬, Doukei), was published on January 15, 2007. Shot in Okinawa, the book featured school uniform, swimsuit, simple one-piece, and wet yukata/bathrobe shots, in an attempt to convey a more mature image of the seventeen-year-old idol.
On June 9, 2007, Michishige began co-hosting the Young Town radio show as a result of Miki Fujimoto's Friday magazine scandal and subsequent resignation from Morning Musume. Shortly thereafter she released her third solo photobook and DVD, 17: Love Hello, both shot on the island of Guam. Her fourth solo photobook, Sōsō, was published in December 2007.