The document discusses how qualitative social media research can provide unexpected insights by going beyond surface-level metrics and sentiment analysis to truly understand consumers' experiences, concerns, and motivations expressed online. It presents an approach called "The Qualitative Insight" which interprets social media data through a humanistic lens to develop a deep understanding of consumers. Examples are given showing how this approach has uncovered insights about topics like cancer, nationalism related to chocolate, and perceptions of healthcare. The document advocates that social media research is best done through a creative, hypothesis-free process led by researchers skilled in various areas who can listen authentically to consumers' voices online.