We attempted to fit the Szyszkowski-Langmuir equation to concentration-dependent surface tension isotherms (see Supporting Information Figure ) following the procedures outlined in our previous work. However, for all but one of the compounds the fit was not satisfactory, indicating this idealized model is inadequate to describe the complex systems studied here. We were therefore unable to estimate the surface area per adsorbed molecule or the free energy of adsorption.