The document describes research and testing around improving engagement with Snapchat's Discover section. It discusses initial MVP testing using Snapchat questions, qualitative learnings that users have low attention and want minimal effort experiences. It then proposes a solution called Ghostface Chillah, an interactive ghost concierge that collects user preferences to facilitate personalized Discover content. Key metrics for success are defined around engagement with the survey and daily snaps.