Right, that's a fine response! Then the scene plays out and we see what happens. Maybe your character ends up believing the character who blurted this out. Or maybe not. Play and see.
If a PC regularly blurts things within hearing of NPCs, do you have the NPCs react negatively to future things the character says if they say things proven wrong a few times, and have them react more positively if they prove correct?