Liz Phair has stated that the songs on Whip-Smart chronicle the beginning, middle and end of a relationship: "a rock fairy tale, from meeting the guy, falling for him, getting him and not getting him, going through the disillusionment period, saying 'Fuck it,' and leaving, coming back to it."
Liz Phair was also responsible for a great part of the artwork design.