With the technology being more mature, firms are forced to face more meager profits. In order to increase its competitive ability, the firm takes consumer demand as a main management strategy. As demand increases, the cost of operation also goes up. Taiwan has many small and medium-sized enterprises. How to utilize the limited resources more effectively, the enterprise must choose to carry out the key point, which is customer marketing. We draw up the analytical procedure according to the characteristics of each small and medium-sized enterprise. For each business, we also classify its customers based on their contribution to the business profits. The main purpose is to find the target customer group, with high contribution to profits, of marketing and customer service. J corporation is a middle-scale manufacturing firm producing Thermoplastic Polyurethane (TPU). In recent years, due to the increase in market demand, the firm's sales volume grows significantly, but the profits do not have the synchronized growth. After analyzing the operation of this company, we find that its stock level is too high, warehousing space is insufficient, and the waste treatment is costly. In view of the fact that the firm cannot improve its production operation in a short time period, this research focuses on analyzing the firm's customer profitability with questionnaire surveys. We first employ Gray Statistics to select the key evaluation criteria. Then we use Analytical Hierarchy Process (AHP) to derive the weight for each criterion and calculate the total profitability score for each customer. We further employ the ABC selective analysis to segment the customers and draw up the customer service strategy.