"[2] By 2005 sessions were well underway with Minogue writing and recording material with longtime collaborators Thriller Jill, J.C.A, who wrote her hit "I Begin to Wonder", and Roger Sanchez on the track "Do You Believe Me Now?

The song received a video and remix treatment before being delayed in favour of a new collaboration with the Soul Seekerz on their instrumental track "Turn Me Upside Down".

During this time, All Around the World decided to release a hits compilation to support the upcoming album and Minogue's success on the dance music scene.

In 2008, Central Station, Minogue's Australian label, released the album physically featuring "Touch Me Like That", along with a bonus disc of club remixes.

Jon O'Brien of AllMusic called the album "far more focused and less 'everything but the kitchen sink' than Kylie's recent X" although "unlikely to receive the exposure it deserves", which O'Brien felt was "a shame, as the majority of its 16 tracks suggest that if either she or her AATW record company had got their act together, Club Disco could have built on the momentum of its Top Ten predecessor" Neon Nights (2003).

O'Brien commended Minogue's "winning formula of overlaying new vocals on already existing dance tracks" as on "You Won't Forget About Me", utilisation of samples on "Perfection" and "Touch Me Like That", cover of Sister Sledge's "He's the Greatest Dancer", as well as the "ethereal chilled-out" rework of "Xanadu".