In March 2022 Geniez was convicted of domestic violence charges and given a four month suspended prison sentence.

[6] One of his prestigious feats was winning the white jersey awarded to the best young rider in the 2011 Tour de Luxembourg.

[1] In April 2015, Geniez won the Tro Bro Leon, a race cycled on asphalt and sandy roads, outsprinting four breakaway companions to accomplish the feat.

[7] In August 2020, Geniez signed a two-year contract with the Total Direct Énergie team, from the 2021 season.

[8] Media related to Alexandre Geniez at Wikimedia Commons