Ooops - I guess not the store/business is 700 years old but the tradition of making Armagnac is. This store is the oldest in France though - I was in there and they told me.
I agree -- their poster on the website is really funny with all the fruits and vegetables set to be a Paris landscape. The show seems to be annually and early in March.