This document outlines a study to assess the detectability of migrating carbon dioxide (CO2) using seismic modeling. It finds that the detectability depends on factors like the saturation distribution of CO2 and rock properties. Uniform CO2 saturation leads to a velocity decrease of 200 m/s while patchy saturation results in a smaller 50 m/s decrease. Forward modeling shows structurally trapped CO2 is clearly detectable but migrating CO2 fronts are only weakly visible. Detectability is also influenced by the reservoir properties, relative permeability curves, and heterogeneity from capillary trapping. Careful site characterization of factors impacting CO2 migration and storage is important for monitoring survey design to enable detection of containment loss.