Here are 3 sites you can utilize to find dead links:

http://www.brokenlinkcheck.com/

http://www.deadlinkchecker.com/

http://www.wpuniversity.com/blog/5-t...d-broken-links

I don't know if that will help you in your quest, but it's a start.