Some things to look at before you post your weekly reader:
1. Make sure your weekly reader is in a post, not a page.
2. Make sure you have either tagged, or categorized your post with “weekly reader”.
3. Make sure you have actually published the post and it isn’t sitting as a draft.
4. Add a photo to your post. That always makes things more interesting. :)