I do not get TV Show genre from 'Get Movie & TV Show info' either. I add it manually, and it would be nice if it was automatically included. I think the issue is that TVDB lists the genre for the Series, but not in each individual episode. I'm guessing jriver is grabbing only what is listed for each episode, but some one with more experience/insight might know more.