"That Kiss" is the sixth single released by indie rock band The Courteeners, it is a non-album track.

It was released on 6 October 2008 on a CD and two 7" singles reaching number 36 on the UK Singles Chart.

"That Kiss" was released on 6 October as a CD single along with two alternate 7"s. Despite not being an album release, the single managed to enter the UK Singles Chart at a peak of number 36, making it the band's fourth UK Top 40 entry.