| 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 |
| Out (USA) - Madonna's 33 Songs of World Domination (2016) | No Order |
| Rolling Stone (USA) - The 50 Greatest Madonna Songs (2015) | 45 |
| SFGate (USA) - Madonna: Her Biggest Singles, Ranked (2015) | 24 |
| Steve Sullivan (USA) - Encyclopedia of Great Popular Song Recordings Volumes 1-4 (2013, 2017) | 1001-2750 |
| Theater van het Sentiment, Radio 2 (NL) - Top 40 Songs by Year 1969-2000 (2013) | 39 |
| End of Year Lists | |
| Face (UK) - Singles of the Year | 41 |
