I should try it again. I wasn't able buy stuff when I was only WiFi.
I think that's my own network problem. I was able to buy apps by directly connecting to router through wifi.
I was doing something crazy with my PC network sharing and it wasn't working perfectly. I have my PC wifi working as receiver + lan share + wifi share. Not working as good as I expected.