Baynote attempts to go beyond the clickstream by incorporating data from scrolling, time spent on a page, and other factors that signal high levels of engagement with a product or piece of content.
"It seems that the majority of the music that is consumed illegally by the individuals in our sample would not have been purchased if illegal downloading websites were not available to them, " wrote the researchers in their report, Digital Music Consumption on the Internet: Evidence from Clickstream Data.