Scientists have used tools of genetics research akin to those used in genealogical research to evaluate the diversity of marine life off the California coast. Large-scale ‘metabarcoding’ methods could revolutionize how society understands forces that drive seafood supply, planet’s ability to remove greenhouse gases.