| Best of All-time Lists, Best of Decade Lists, etc. | |
| Arizona Republic (USA) - Madonna's 30 Best Singles of All Time (2013) | 16 |
| Boom 99.7 (USA) - The Top 499 Songs of All Time (2016) | 248 |
| 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) | 37 |
| Michaelangelo Matos (USA) - Top 100 Singles of the 1980s (2001) | 75 |
| Out (USA) - Madonna's 33 Songs of World Domination (2016) | No Order |
| Robert Christgau (USA) - 10 Best Albums and Singles from the '80s (1990) | 6 |
| Rolling Stone (USA) - The 50 Greatest Madonna Songs (2015) | 16 |
| SFGate (USA) - Madonna: Her Biggest Singles, Ranked (2015) | 10 |
| Slant (USA) - The 100 Best Singles of the 1980s (2012) | 43 |
| Mark Ellingham (USA) - The Rough Guide Book of Playlists: 5,000 Songs You Must Download (2007) | No Order |
| Q (UK) - The Ultimate Music Collection (2005) | No Order |
