I read through the article pretty quickly, so forgive me if I missed something, but what qualifies as a click? Do "Likes" count as a click (for example)?
No, clicks are either click on the ad, directing the user to your site or click on the name of the ad Publisher (i.e. your Fan page). Likes and shares are different metrics