Social listening, once a new amazing vector into the public psyche, has become a standard tool for brands and online marketers. But it has yet to truly become the radar, the barometer or the Rorschach test of popular sentiment. Instead it’s a tool set in search of refinement and a new mission which includes the need to leverage machine learning and automate a labor intense process to yield deep insights into consumer attitudes, behavior or sensibilities.

