Rouyard joined the youth academy of Bordeaux in 2014, and worked his way up their youth academy. On 1 June 2021, he signed his first professional contract with Bordeaux until June 2025.[3] He made his professional debut for Bordeaux in a 3–0 Coupe de France loss to Brest on 2 January 2022.[4]