Answer: the word rationalize is a verb.
As we know the parts of the speech is the category of every word belongs and for this case, the word belongs to the category of the verbs because it is an action. Rationalize is the action of finding a logical reason to explain why somebody thinks, behaves, etc. in a way that is difficult to understand.