His oldest son, Count Friedrich August von Harrach-Rohrau was interim governor of the Austrian Netherlands, and his youngest son Ferdinand Bonaventura II von Harrach, governor of the Duchy of Milan. Another son, Wenzel Leopold, was killed in the Battle of San Pietro in 1734.