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In F2P games, we have a lot of assumptions about what players want or not, but very little we verify our assumptions. We use data, reviews, quantitative metrics to frame these assumptions but overlook the spectrum of qualitative feedbacks to understand why a feature works or doesn't. In my presentation, I want to share some powerful tools you can use in Live Ops or New Game development to measure more qualitative feedbacks from your players.