It says in the new newsletter that it will be some kind of race. Meaning that whoever gets his army there first will be able to seize the objective. So there probably won't be any real mixed Crusades unlike in History where the French, English and German joined in a Crusade an actually fought together.
With luck though you could be marching side by side with another faction's Crusade that has the same objective.