Thumbnail page layout displays 9, not 12 items

We have 3 rows but only 9 products displaying, which leaves 3 blank spaces:

http://www.antiqueaddict.ca/antiques/furniture/

Where do we set the option to display 12 products?

TIA!

https://wordpress.org/plugins/woocommerce/