McClarnon released her first solo single, a cover of Barbra Streisand's 1980 hit Woman in Love, on 13 February 2006. The track was produced by Graham Stack and Robin Gibb of the Bee Gees, who also wrote the original version and whom she accompanied on his 2005 tour. A video was released to promote the song featuring McClarnon in a Manhattan apartment, but it was actually filmed in McClarnon's home town of Liverpool. It was decided to release the single as a double A-side with Jackie Wilson's I Get the Sweetest Feeling. The single peaked at number 5 in the UK Singles Chart and after more than half a year in release it peaked at #16 in the Spanish charts on 22 October 2006. Also prior to her solo release she appeared in the video for Da Ya Think I'm Sexy? with the FHM Hot 100, which charted at #10 in the UK.
