Antonio was the son of Andrea Visocchi but his mother is unknown. The date and place of his birth have not been found.
His wife was Fiorina Rogioni. They were married, but the date and place have not been found. Their two known children were Giovanni Battista (1832-1926) and Rosa (c1837-1906).