| "Touch Me" | |- | align=left | "Butterfingers" | – | – | "Drinking Wine, Spo-Dee-O-Dee, Drinking Wine" | |- | align=left | "Rock Billy Boogie" | – | – | "If You Want It Enough" | |- | rowspan="1" | 1958 | align=left | "Kiss Me" | – | – | rowspan="3" | Freedom Records | "I'm Restless" | |- | rowspan="3" | 1959 | align=left | "Me and the Bear" | – | – | "Gumbo" | |- | align=left | "I'll Never Love Again" | – | – | "Sweet Baby Doll" | |- | align=left | "Settin' the Woods on Fire" | – | – | rowspan="11" | Liberty Records | "Kentucky Waltz" | rowspan="1" | Dreamin''' |- | rowspan="3" | 1960 | align=left | "Patrick Henry" | – | – | "Don't Do It" | |- | align=left | "Dreamin'" | 11 | 5 | "Cincinnati Fireball" | rowspan="1" | Dreamin |- | align=left | "You're Sixteen" | 8 | 3 | "I Beg Your Pardon" | rowspan="1" | Johnny Burnette|- | rowspan="5" | 1961 | align=left | "Little Boy Sad" | 17 | 12 | "(I Go) Down to the River" | rowspan="2" | Sings|- | align=left | "Big Big World" | 58 | – | "Ballad of the One Eyed Jacks" |- | align=left | "Girls" | – | 37 | "I've Got a Lot of Things to Do" (#109 BB) | rowspan="1" | Roses Are Red|- | align=left | "Fools Like Me" | – | – | "Honestly I Do" | |- | align=left | "God, Country and My Baby" | 18 | – | "Honestly I Do" | rowspan="1" | Johnny Burnette's Hits and Other Favorites|- | rowspan="6" | 1962 | align=left | "Clown Shoes" | 113 | 35 | "The Way I Am" | rowspan="2" | Roses Are Red|- | align=left | "The Fool of the Year" | 113 | – | "The Poorest Boy in Town" |- | align=left | "I Wanna Thank Your Folks" | 117 | – | rowspan="1" | Chancellor Records | "The Giant" | |- | align=left | "Damn the Defiant" | – | – | rowspan="1" | Liberty Records | "Lonesome Waters" | |- | align=left | "Tag-Along" | – | – | rowspan="2" | Chancellor Records | "Party Girl" | |- | align=left | "(Remember Me) I'm the One Who Loves You"