We Found Love is an album.
`` We Found Love '' is a song recorded by Bajan singer Rihanna from her sixth studio album , Talk That Talk ( 2011 ) . The song topped the US Billboard Hot 100 for ten non-consecutive weeks , becoming the longest running number-one single of 2011 .