Mobile fitness apps and connected devices are helping address the growing problem of obesity worldwide. These technologies integrate physical activity tracking, social networks, and gamification to motivate exercise. Their widespread adoption depends on making health tools affordable, holistic, approachable, automatic, shareable, and persuasive according to theories of innovation diffusion.