I don't buy a DVD of something unless I have already seen it and liked it.
When it comes to TV shows, I will download a few episodes to test it, and buy the boxset if I want to see more. Has been a method that's worked out really well for me.
I don't have enough money to potentially waste on something I'm not familiar enough with.