Simon Bolivar dreamed of a United States of South America. Besides geography, which factor made that dream impossible?

Besides geography, the major issue that would have made this impossible is that each "country" or state in South America was dominated by a different ruler, many of whom had fought of the Spanish--meaning that they would have never united under one title. Their cultures were also wildly different.