| Best of All-time Lists, Best of Decade Lists, etc. | |
| Bruce Pollock (USA) - The 7,500 Most Important Songs of 1944-2000 (2005) | No Order |
| Pause & Play (USA) - Songs Inducted into a Time Capsule, One Track at Each Week | No Order |
| Rolling Stone & MTV (USA) - The 100 Greatest Pop Songs Since the Beatles (2000) | 19 |
| Washington Blade (USA) - Top 10 Madonna Songs (2007?) | No Order |
| Q (UK) - The Ultimate Music Collection (2005) | No Order |
| Sunday Times (UK) - Top 10 Madonna Songs (2006) | 4 |
| Spex (Germany) - The Best Singles of the Century (1999) | No Order |
| Rock de Lux (Spain) - The 100 Best Songs from 1990 to 1998 (1999) | 50 |
| Movement (New Zealand) - The 100 (+300) Greatest Songs of All Time (2004) | 101 |
| End of Year Lists | |
| Village Voice (USA) - Singles of the Year | 4 |
| Face (UK) - Singles of the Year | 25 |
| New Musical Express (UK) - Singles of the Year | 27 |
| Sounds (UK) - Singles of the Year | 15 |
| Spex (Germany) - Singles of the Year | 13 |
| Rock de Lux (Spain) - Songs of the Year | 3 |