I really think it's very random for everybody. My advice would be to try as many garage sales, popular thrift chains (Saver's especially), and antique specialty shops as you can.
It's always a hit and miss. But that doesn't mean you won't get lucky sometimes! (The Saver's nearest to me, an hour away has always been quite generous.)