The song's lyrics revolve around a tumultuous relationship where Winehouse's character is aware of her partner's infidelity, yet she remains committed to him despite his wrongdoings. The title phrase, "You know I'm no good," becomes a sort of resigned admission, as if she's acknowledging her own flaws and the toxic nature of the relationship.