It was produced by Mike Piccirillo and Gary Goetzman for Goetzman/Piccirillo Productions in association with Janice–Marie Enterprises Inc. and included the minor R&B hit Love Me Tonight.

One Taste of Honey was released in the summer of 1984, but was a huge commercial disappointment.

As a result, there were problems between Johnson and Capitol Records, including promotion and the lead single choice.

The compilation featured an unreleased song from the One Taste of Honey sessions, "I Want To Be Your Girl", which was also produced by Piccirillo & Goetzman, as well as a new extended remix of "Boogie Oogie Oogie" and six of A Taste of Honey's hits.

Following this release, Johnson and the A Taste of Honey act were dropped from Capitol Records and deficits were directed at her, forcing Johnson to file for bankruptcy and take on odd jobs, such as a limo driver.