In 2004, the Crystals' song was ranked number 114 on "Rolling Stone"s list of The 500 Greatest Songs of All Time. It was, however, removed from the same list in the 2010 update, being the highest-ranked of the 27 songs that were removed. It was listed at number 528 by "Q Magazine" in their list of The 1001 Best Songs Ever, published in 2003. Berlin Media listed the song at number 43 on their list of The 100 Best Singles of All Time list published in 1998. It was also recognized by the Rock and Roll Hall of Fame as one of the "500 Songs That Shaped Rock". "Billboard" named the song #55 on their list of 100 Greatest Girl Group Songs of All Time.