Kellie Pickler's songwriter husband Kyle Jacobs penned this song specifically for his wife with Joe Leathers, Billy Montana and John Ozier. Pickler explained to Taste of Country
: "I had called him … they were doing a writer's retreat. I think it was during Dancing With the Stars
, he was getting ready to write another song. And I said, "Well write a song for me, I need a song."
She continued: "So him and the three other guys who were there, they wrote 'No Cure for Crazy,' so I don't know what they're trying to say [laughs]. I thought it was hilarious. It's so true."