From the perspective of rural revitalization, an evaluation index system of the development level of the towns with distinctive industrial features is constructed from eight aspects: ecological environment, economic development, government support, innovation momentum, publicity efficiency, service facilities, characteristic industry development, and the development of "agriculture, rural areas and farmers". The development level of three industrial towns, which are located in Handan, Hebei, is empirically studied by using TOPSIS evaluation model with the combined weight of CRITIC and gray relation method. According to the evaluation results, it is found that there exist some typical problems in the towns with distinctive industrial features in Handan, such as low innovation momentum, insufficient impetus for growth in characteristic industries, weak publicity efficiency, lacking of comprehensive and convenient service facilities, and the inadequacy in solving the issues relating to "agriculture, rural areas and farmers". Therefore, in view of these problems, this paper puts forward some suggestions on innovation momentum, characteristic industry development, publicity efficiency, service facilities, and further development of "agriculture, rural areas and farmers".