You can now choose to show expired posts, using the results page preferences. Most users will want to leave them turned off, but turning them on will also catch some posts that have expired and been renewed.
By the way, if you appreciate the work we do here you could really help us out by sharing the site! Anywhere you think people would find it useful would be great, be it your favorite forum, Twitter, your New Year's party... Thanks!