TalonD, I have made synthetic opal(ine material - ie: not hardened) using a process similar to the one you give.
I used TEOS, reagent-grade ammonia, reagent-grade alcohol (denatured, I think), and super clean water ("triple distilled" or some such).
I have not tried it with ~store grade~...