Born at Naples, Alfonso was the eldest child of Ferdinand I of Naples by his first wife, Isabella of Clermont.
As a condottiero, he fought in the most important wars of the age, such the war following the Pazzi Conspiracy (1478-1480) and the War of Ferrara (1482-1484).