 In a more negative review, Jim Wirth of "NME" compared the song to Madonna's album "Ray of Light", commenting it "sounds so close to Madonna that it's almost indistinguishable".Retrospective reviews for "Pure Shores" have been also positive.According to the "Daily Mirror"s Ian Sturgess, the track "boasts one of the most infectious pop choruses of all time."