This invention provides a cleaning agent composition that exhibits good storage stability, especially storage stability at low temperature, and a cleaning agent composition that can be favorably dispensed from a dispenser. The cleaning agent composition of the present invention comprises (a) a fatty acid salt and (b) a sophorose lipid, wherein the proportion of the component (a) is 4 to 18 mass% based on the cleaning agent composition taken as 100 mass%; the proportion of a fatty acid salt having 12 or fewer carbon atoms is 15 parts by mass or more, and the proportion of a fatty acid salt having 16 or more carbon atoms is 60 parts by mass or less, based on 100 parts by mass of the total amount of the component (a); the proportion of an acidic sophorose lipid is 80 mass% or more based on the total amount of the component (b) taken as 100 mass%; and the proportion of the component (b) is 5 to 80 parts by mass per 100 parts by mass of the total amount of the component (a).