From August 2010 Throsby, along with Sarah Blasko and Sally Seltmann, was a member of the vocal trio, Seeker Lover Keeper. In June 2011 their debut album was released, which had been recorded in New York with engineer Victor Van Vugt (PJ Harvey, Nick Cave) and Dirty Three's drummer, Jim White as well as van Reyk on drums. It debuted at No. 3 on the ARIA Albums Chart and achieved gold accreditation. At the ARIA Music Awards of 2011 the album was nominated for Best Adult Alternative Album.