| Best of All-time Lists, Best of Decade Lists, etc. | |
| 1,001 Songs You Must Hear Before You Die, and 10,001 You Must Download (2015 Update) | 1002 |
| 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) | 30 |
| Out (USA) - Madonna's 33 Songs of World Domination (2016) | No Order |
| Rolling Stone (USA) - The 50 Greatest Madonna Songs (2015) | 30 |
| SFGate (USA) - Madonna: Her Biggest Singles, Ranked (2015) | 30 |
| Steve Sullivan (USA) - Encyclopedia of Great Popular Song Recordings Volumes 1-4 (2013, 2017) | 601-700 |
| Giannis Petridis (Greece) - 2004 of the Best Songs of the Century (2003) | No Order |
