Well, since it's not available in Doha, you have to either order online or go to the shop itself abroad.
Personally, when I have a friend that's going to America I will ask them to help buy it for me.

Second option is, there's also "Woman's Secret"
Located in Landmark, it's pretty decent, you can give it a try.