An "Easter Egg" is a hidden link to another page. It could be anywhere on the site. You can find it by moving your mouse cursor over each page until a little box that says "Easter Egg" appears.
When you find it, click on it. This will take you to the Easter Egg page, with prize info.
HINT: It's not on any of the photo pages, or in any of the major text areas.