Juhan's father is Simm and his mother is Mari. His paternal grandparents were Pärt and Katri; his maternal grandparents were Mikk and Ann. He has two sisters named Tiiu and Liis. He has two half-brothers and two half-sisters, named Jüri, Tõnn, Ellu and Mari.