It varies, but it usually takes at least a few months and especially at first, you'll find that the availability is very sporadic.
For in demand items, you'll need to have the exact configs you want in your head and ready for action. If you browse the refurb store late one night at 1am and you see that model, you can't sleep on it. It might be gone by the time you wake up.