statistics, and community-reported safety information. It directs users toward streets with better lighting and higher foot traffic while avoiding designated high-crime locations. The service is designed for vulnerable commuters, night workers, and pedestrians walking alone in urban environments. SafeWalkMaps operates a freemium model that provides a core safety-focused mapping suite at no cost and a subscription tier with augmented reality navigation overlays, extended offline mapping, priority support, and enhanced safety analytics.