Navigate to the Library via the Page Navigation Menus on the left, and select Competitors.
Find the Competitor you want to edit and select it, once selected a popup window will appear. Here you will see all the details relating to this Competitor. Once you've edited/updated the Competitors details, hit the UPDATE button in the bottom left hand corner of the popup window.