Usually from thriftstores or here in the Netherlands, there is an online thriftshop. Like a webshop where people can buy and sell anything secondhaded. Including CD's!
When it comes to my main faves I buy them via a webshop and pay the full price. But really I like to buy my CDs as cheap as possible but still legal :)