In 1906 Rougier finished third in the Circuit des Ardennes at Bastogne, driving a Lorraine-Dietrich. His time was 5 hours 50 minutes 11 seconds. At the inaugural 1906 French Grand Prix he was unclassified, over 1 lap behind the winner.