Notsensibles originally released four singles and an album. There were two versions of the album. They also released a singles CD featuring ‘Oh Boy, Now I’m in Fashion’ in addition to the four original singles. They re-issued I’m in Love with Margaret Thatcher in 2013 when Margaret Thatcher died.

In July 2026, German label Mad Butcher Records re-issued the first version of Instant Classic, and a singles album in a limited edition of 250 copies. Both records are lovingly re-mastered by bass player Gaz and come with a double-sided colour insert.