In August 2011, Secret made their official debut in Japan with the release of the Japanese version of their Korean hit, "Madonna".

On June 24, 2012 TS Entertainment officials confirmed, "SECRET will be releasing their first album with "Love is Move" as their title track in Japan next month.

They continued, "The album contains not only "Love is Move", but a number of their Korean hits along with brand new tracks.

On August 10, the group performed the song on the popular Japanese music program, Coming Soon!!

"So Much for Goodbye" (これくらいのサヨナラ, Kore Kurai no Sayonara) was released as a CD single on February 29, 2012 through Sony Music Associated Records.

[9] "So Much for Goodbye" was produced by Im Sanghyuk and Jeon Daun, the same composers of "Don't Laugh" from the album Moving in Secret.

Secret stated through their official Japanese website, "'So Much for Goodbye' is a ballad song accompanied with a beautiful piano, guitar and string instrument arrangement."

"Love Is Move" is an uptempo song, composed in a contemporary pop style.

Meanwhile, Limited Edition B comes with a DVD containing 5 music videos and their making-of footage.