He fought as one of Pope Alexander VI's captains alongside the French troops of King Charles VIII of France during the latter's invasion of southern Italy; later, he was hired by the Republic of Venice against Charles.
•
In 1496, while fighting for the Pope near Bracciano, Guidobaldo was taken prisoner by the Orsini and the Vitelli, being freed the following year.