Regarding mis-measuring "dark social": For ecommerce, Pinterest traffic is estimated to be 64% larger b/c of the popularity of the iPad app. This is significant given that Pinterest is now the 2nd largest referral source (depending on which ecommerce sites you are measuring).

http://llsocial.com/2012/07/pinterest-traffic-being-signific...