The problem is: the more unique things the different civs have, the less exceptional each one of them is going to be.
Now if there were a few generic units, buildings, and improvements given as rewards for being the first to accomplish a certain task, that would be more appealing for players who want to pursue different strategies while still playing as the same civilization. Something like a Great Explorer when you circumnavigate the map, and so on.