Hillar Rootare is the nephew of Estonian chess player Vidrik Rootare, several of whose games against the world-renowned International Grand Master Paul Keres are published among Keres's most interesting games, and of Salme Rootare, a Women's International Master in chess, and 15-time Estonian women's chess champion, who once finished third in the world chess championship competition (1959).