The key is that it was not a large scale conspiracy. With even such a small group that it reached, it still came out and was not a successful secret. Get more people involved and it expodentially becomes harder to keep.
I think Santa and the Easter Bunny are indeed examples of a conspiracy. Why wouldn’t they be?