| 100% | EUBIE | 5 | Blake who composed "I'm Just Wild About Harry" |
| 59% | EUBIE | 5 | 1978 Broadway revue that included "I'm Just Wild About Harry" |
| 59% | EUBIEBLAKE | 10 | His ''I'm Just Wild About Harry'' was written in 1921 |
| 38% | EUBIE | 5 | Blake who composed "Charleston Rag" |
| 37% | EUBIE | 5 | Blake who composed "Memories of You" |
| 36% | BESS | 4 | She was wild about Harry |
| 36% | LEONA | 5 | She was wild about Harry |
| 35% | MEH | 3 | “I’m not wild about it” |
| 32% | YOU | 3 | "Until I Found ___," 2021 song by Stephen Sanchez featuring Georgia, who is just the kind of girl they sing songs about |
| 31% | KERN | 4 | Jerome who composed "The Last Time I Saw Paris" |
| 30% | PRYOR | 5 | Comic who said "I'm not addicted to cocaine. I just like the way it smells" |
| 30% | PEI | 3 | Who might say "I'm I. M." |
| 30% | MAY | 3 | "For Emily, Whenever I ___ Find Her," 1966 song by Simon & Garfunkel featuring Emily, who is just the kind of girl they sing songs about |
| 29% | SHE | 3 | Harry Styles tune about a woman who "lives in daydreams" |
| 29% | CHAPPELL | 8 | I M —, Australia Test cricketer who hit 165 against West Indies at Melbourne in 1968 |
| 29% | YAO | 3 | Ming who does not make vases, as far as I know |
| 29% | STEVIE | 6 | Wonder who just called to say I love you? |
| 29% | MADEA | 5 | Film character about whom Tyler Perry said "I just don't want to be her age playing her" |
| 29% | COHAN | 5 | George M. who composed "Over There" |
| 28% | SHAKUR | 6 | Tupac ___, who the film "All Eyez on Me" is about |
| 28% | SEE | 3 | "Now You ___ Me" (movie about magicians who pull off heists) |
| 28% | PEI | 3 | I.M. who went to MIT |
| 28% | CARAY | 5 | Harry who led Wrigley crowds in "Take Me Out to the Ball Game" |
| 28% | RICHIE | 6 | Lionel ___, singer of "I'm Coming Home" who might have just been homesick |
| 28% | ONO | 3 | About whom Lennon said, “She’s the teacher and I’m the pupil” |
| 27% | DOH | 3 | "I'm Just a Girl Who Can't Say ___" (episode of "The Simpsons" with a punny title) |
| 27% | PEI | 3 | I.M. who designed the Louvre Pyramid |
| 27% | YOURLEG | 7 | "Relax, I'm just pulling ___" |
| 27% | PHIL | 4 | ___ Collins, singer of "Take Me Home" who might have just been homesick |
| 27% | LOUISCK | 7 | Comic who said "I open my eyes, remember who I am, what I'm like, and I just go 'Ugh'" |