Site categories, or "tags" are keywords words describe your site. Example site categories would be "Portfolio" or "Education." Tags are good to have so visitors can quickly get a feel of the function of your site. Click onto More options to add site categories
On the other hand, a site description describes the overall purpose of your Google Site. Descriptions should be no longer than 160 characters. Click onto More options to add a site description.