| 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 |
| Gay Star News (USA) - The Definitive Ranking of Madonna's Top 55/58 Songs (2014, updated 2016) | 51 |
| SFGate (USA) - Madonna: Her Biggest Singles, Ranked (2015) | 12 |
| Q (UK) - The Ultimate Music Collection (2005) | No Order |
