Hallmark has been exploring social media listening since 2000 to understand consumer insights and brand perceptions. They have worked with various vendors over the years to analyze social media data from platforms like blogs, forums and Twitter. Some key learnings include that it is difficult to generate truly new product ideas from social media data alone. However, social media can provide ideas for in-season marketing promotions and insights into consumer lives. Hallmark has also found that clear objectives are needed for meaningful data analysis, and that interpreting social media conversations requires significant time and labor. The presentation discusses various paradigm shifts that social media is bringing to market research practices.