I believe there is a medium sized organic grocery store one block behind 'hagwon' street (Behind the McDonalds, or thereabouts) At least it was there in 2010. Also, there is a small organic grocery store, which belongs to a chain of stores (I think), very close to Beomgye Stn. Actually, it is right next to Bombit Women's Hospital or Alice's Table cafe. Good luck!