Where can I purchase tax-free SK-II products in Tokyo?

I heard that US citizens can shop tax-free at stores with "Tax Free Shop" signs provided that they show their passports and spend more than 5000 JPY in a day. I'm a huge skincare addict and wonder where are some of the tax-free places I can shop for SK-ll?