Never heard of ACMOORE either... must be a regional thing. There is a Michael's not far from my house... that's where I get most of my supplies.
A few months back, I found a needlepoint/cross stitch store while on vacation. I wanted to buy up half the store - my husband practically had to restrain me

I did get a few kits, including my current project, which is on black cloth (ugh - deltaphi94, I hear you!)
I did find a very nice lily of the valley needlepoint kit (which has been in my "to do" pile for about 4 years!), but I had to create all my other sorority designs myself. Apparently I am the only AEPhi on the entire planet who does cross stitch