In carbonated beverages, sample preparation adds another challenge. Dissolved CO₂, foam, haze, yeast, particulates, hops, color, fruit solids, and other matrix components can affect concentration, recovery, and downstream analysis. Preparing the sample before detection can make a meaningful difference.