At the beginning of 2022 it was revealed that Geniez was suspect of being the perpetrator of domestic violence against his ex-partner. He kept on racing, having finished in the Top10 of the Saudi Tour and won two stages at the Tour du Rwanda. After he was convicted,
TotalEnergies did not give him further opportunities to race - until it was today confirmed that he is no longer associated with the team.
Although not explicitly said, on an Instagram post this morning Geniez has hinted to a possible retirement, as he seeks to purse "a second career". Whether that will be involved in cycling is a question that lies for the future.