"Rhythm of Love" is a musical departure from Minogue's earlier bubblegum pop records, and has a more sexually liberated image and dance-influenced sound. It received generally positive reviews from music critics, being complimented as her best work with SAW. The album was not as commercially successful as Minogue's previous albums, becoming her first studio album not to reach number one in the UK, reaching number nine on the UK Albums Chart. In Australia, it was Minogue's third top 10 studio album, peaking at number 10, while also attaining top 20 positions in Ireland, France, and Spain.