Chan's catch-phrase was the ever polite "Thank You So Much".
Mr. Moto was the one who said "Ah, so" usually in response to some information that was provided to him. He never said it in dramatic fashion response to discovering some big clue although modern day revisionists would have you believe that's how the phrase was used.