Maybe it's to imply a sense of ethereal purity. Like...they don't actually create the perfumes themselves, but are simply the perfume Gods' chosen physical conduit on earth, making their cosmic olfactory musings real.
Then again, maybe someone just gives them a really good deal on the shirts ?