Sofia is the equivalent in size to something like Luton - Plovdiv is an old military airfield, not geared up for the commercial market.
Sofia has your basic drink, fags and cosmetics with a few bits of electricals - don't go expecting to buy an i-pod. There are also scome stores where you can get traditional bulgarian goods too.