This document discusses the rising opportunity for "self optimization" apps based on a study of personal tracker apps and the sharing of personal data (Me Data). Some key findings are that users are largely unconcerned with privacy and share data publicly to gain benefits from community. Motivation for using apps is mainly self-improvement through goals. This open sharing of Me Data creates opportunities for new apps focused on optimizing lifestyle areas like productivity, travel, shopping and leisure.