 After consistent rumours linking him primarily with English Premier League club Arsenal, including rumors of him signing a pre-contract agreement with the club, Gouffran opted to stay in Ligue 1, signing a four-year contract with Bordeaux.The transfer fee was priced at €6.5 million and he officially joined the club on 30 June 2008.After starting the league season off with no league goals after 26 matches, he finally scored his first league goal for Bordeaux on 29 April 2009 in a key match against Rennes, which Bordeaux won 3–2.