Common sense enables us to build innovative recommendation systems that are more interactive and user-friendly than traditional collaborative filtering systems. By applying ideas from blending and PerspectiveSpace to recommendations, we discover the characteristics of products that drive user ratings. We can use these characteristics to build intelligent recommendation agents and effective product exploration tools.