| 100% | BRITNEY | 7 | Eponymous 2001 album with the song "I'm Not a Girl, Not Yet a Woman" |
| 46% | YET | 3 | "I'm Not a Girl, Not ___ a Woman" (Britney Spears song) |
| 42% | ANTI | 4 | Rihanna album with the song "Desperado" (not a cover!) |
| 42% | JAYZ | 4 | Rapper with the line "I'm not a businessman, I'm a business, man" |
| 39% | CRUISIN | 7 | Village People album with the song “Y.M.C.A.” |
| 39% | GAP | 3 | "___ Band IV" (album with the hit song "You Dropped a Bomb on Me") |
| 39% | AVENUEQ | 7 | Hit Broadway musical with the song "I'm Not Wearing Underwear Today" |
| 39% | TWEEN | 5 | “Not a girl, not yet a woman,” to quote Britney Spears |
| 38% | ONO | 3 | Yoko with the 2007 album "Yes, I'm a Witch" |
| 37% | FIREANDRAIN | 11 | 42-Across Top 10 song with the lyric "I've seen lonely times when I could not find a friend" (3 wds.) |
| 37% | JLO | 3 | 4x platinum 2001 album with the #1 hit "I'm Real" |
| 37% | CHAKA | 5 | Self-titled 1978 album with the single “I’m Every Woman” |
| 37% | IMAGINE | 7 | Lennon song with the lyric "You may say I'm a dreamer ..." |
| 37% | OPI | 3 | Nail polish brand with the shade "I'm Not Really a Waitress" |
| 37% | AMADEUS | 7 | Movie with the line "I'm a vulgar man. But I assure you, my music is not" |
| 37% | BACKINBW | 8 | Iconic AC/DC album with the song "You Shook Me All Night Long" |
| 37% | IMAGINE | 7 | John Lennon song with the refrain "You may say I'm a dreamer ..." |
| 37% | IMAGINE | 7 | John Lennon song with the lyric "You may say I'm a dreamer ..." |
| 36% | PRICE | 5 | Kelly with the 1998 album "Soul of a Woman" |
| 36% | REBA | 4 | Sitcom with the theme song "I'm a Survivor" |
| 36% | CAR | 3 | "I'm In Love With My ___," 1975 song by Queen which is a part of the album "A Night at the Opera" |
| 36% | JLO | 3 | 2001 #1 album with the hit "Love Don't Cost a Thing" |
| 36% | ROMEO | 5 | Dolly Parton song with the line "I may not be in love, but let me tell you I'm in heat" |
| 36% | COAST | 5 | "Songs from the West ___," 2001 album by Elton with the Grammy-nominated song "I Want Love" |
| 36% | CHERRYBOMB | 10 | 1976 song by the Runaways with the lyric "Hello world, I'm your wild girl" |
| 36% | BAD | 3 | "Good Girl Gone ___" (2007 Rihanna album with the hit song "Umbrella") |
| 36% | GYPSY | 5 | Broadway musical with the song "All I Need Is the Girl" |
| 36% | HELLODOLLY | 10 | Broadway musical with the song "It Takes a Woman" (2 wds.) |
| 35% | SONGSINAMINOR | 13 | 2001 Grammy-winning album by 42-Across with the singles "Fallin'" and "A Woman's Worth" (4 wds.) |
| 35% | GYPSY | 5 | 1959 Broadway hit with the song "All I Need Is the Girl" |