We developed an approach to quantify how molecules accumulate at the ocean surface on a nanometer scale. By combining laser spectroscopy with an electrochemical technique, we determined how densely these molecular films cover the water surface. Such single-molecule-thick layers can strongly affect gas transfer between the ocean and the atmosphere. Comparing our measurements with existing datasets allowed us to generate an initial global estimate of surfactant surface coverage potential.