"Who'd Have Known" is the fourth single by British recording artist Lily Allen from her second studio album, It's Not Me, It's You. The song was released in the United Kingdom on 23 November 2009. The song samples Take That's single "Shine", and Allen received positive reviews from the critics for her warm vocals.