This document summarizes the key findings of a working group on measuring food safety metrics in low- and middle-income countries. The working group identified several important research needs, including determining the multiple burdens of foodborne disease, understanding the impacts of export food rejections, developing risk analysis for domestic markets, improving food safety standards, and generating evidence-based rather than perception-based food safety practices. Currently, there is no consensus on food safety metrics and existing metrics are not widely applied in or suitable for the mass markets of LMICs. Greater collaboration between the food, health and agriculture sectors is needed to improve measures and metrics for food safety.