Do It Again is the seventh studio album by English singer and songwriter Gabrielle. It was released on 5 March 2021 via BMG Rights Management and follows her 2018 collection Under My Skin. Primarily a covers album, Do It Again contains two new original songs and was officially announced on 7 February 2021. It was preceded by the release of lead single "Stop Right Now", which received its radio debut on 8 February during The Radio 2 Breakfast Show hosted by Zoe Bal.
Gabrielle appeared as a contestant on the second series of the reality competition The Masked Singer in early 2021. Under the guise of Harlequin, she performed cover songs each week and was finally "unmasked" during the semi-finals, finishing in fourth place.