For example last week's black friday boxes had limited quantities and they got sold out almost instantly when released in the shop. I believe not only me but many other's too had work/uni/ school at that time. So for us the chance to purchase limited stuff is zero. My suggestion is to make limited stuff be purchasable for example 3 per account or something like that.
