The Recent Views recommendation box requires the customer to view products on your store in order to have the box appear and display products. If you're confused about why it's not showing up on your live store try going to a few product pages and the Recent Views box will start displaying products.

Tip: The You May Like recommendation box, works in kind of the same way.