Born and raised in Edogawa, Tokyo, Goto began her musical career in 1999 when she joined Morning Musume as the only third generation member.
Lahir dan dibesarkan di Edogawa, Tokyo, Goto memulai karier musiknya pada 1999 saat ia bergbung dengan Morning Musume sebagai satu-satunya anggota generasi ketiga.