According to the Cooler Than Me Songfacts, Posner recorded the song whilst still a student at Duke University in North Carolina. He wrote Cooler Than Me in his Duke University dorm room and was inspired by the types of women he has encountered on the campus there.
If I could write you a song,
And make you fall in love,
I would already have you up under my arm.
I used up all my tricks,