I uploaded a lot of new podcasts all at once. I realized that it was only showing the last 10 podcasts and no archives.
Upon searching the forum, I changed my default setting from 10 to 100.
I also enabled statistics (a feature I didn't realized existed).
iTunes still won't show my older posts even after I changed my default setting of max number of episodes to display.