You answered your own question before the question.
Going into Iraq was a coup d'etat. They needed a reason to go in, they took what they had, and they did it.
Yes, Saddam was a bad person, and yes, the world is better with him behind bars.
But it was a bullshit excuse to go in, plain and simple.