Possibilities: Lets say Saladin dies young in some accident. Muslims remain divided for a while. Mongol invasions rattle Baghdad, 4th crusade is butterflied away etc... Crusaders never ever get themselves in a situation where their heavier armor can't win. etc...
What is the longest the Kingdom of Jerusalem survive? What possible scenario could make that happen?