In 1995, the album was reissued in Australia on CD, with the track listing reversing sides one and two from the original album, and also containing four bonus tracks: "I'll Carry Your Picture Everywhere", "Oh Yes! You're Beautiful", "I Would If I Could but I Can't" and "I'm Right, You're Wrong, I Win!".
In 1996, the album was reissued as a picture disc in the UK that was limited to 5,000 copies, which, along with containing the 12 tracks from the original album, contained the four bonus tracks in the order of "Oh Yes! You're Beautiful", "I Would If I Could but I Can't", "I'm Right, You're Wrong, I Win!" and "I'll Carry Your Picture Everywhere".
2009 reissue
The album was reissued in 2009 under Airmail Records. This time it contained the 12 tracks from the original album and four bonus tracks: "Oh Yes! You're Beautiful", "I Would If I Could but I Can't", "I'm Right, You're Wrong, I Win!" and "Thank You Baby for Myself".
Critical reception
Donald A. Guarisco of AllMusic gave the album two and a half out of five stars and wrote that "Touch Me lacks the strength or variety that would allow it to appeal to anyone beyond glam rock's cult audience but it contains enough solid songs to appeal to lovers of glam."[1]