Guemmour was born in Frankfurt to Moroccan parents. She grew up in the housing estate of Frankfurt-Nordweststadt. Senna Guemmour's father died in 1992. Shaped by her life in the urban area, Guemmour became interested in hip hop culture and music.
In 2003, Senna Guemmour auditioned for the television show Popstars – Das Duell but was eliminated during the callback. In 2006, she auditioned yet another time, this time for Popstars – Neue Engel braucht das Land where she made it throughout the entire competition and became a member of the girl group Monrose. Monrose turned out to be very popular reaching two number-one hits on the German Singles Charts ("Shame" and "Hot Summer") and landing six top-ten hits as of mid-2008.
On 9 September 2008 Guemmour, along with Oliver Petszokat, hosted the German edition of The Singing Bee on television channel ProSieben. Furthermore she is a jury-member of the German talentshow "Mascerade".