During the past two decades, there have been some concerns on application of multiple criteria decision making on prioritizing production planning. In this paper, we present an empirical investigation to use Technique of ranking by similarity by positive ideal solution (TOPSIS) for ranking various alternatives productions in an Iranian firm in Faucet industry named Irandoosh. The proposed study uses fuzzy numbers to handle uncertainty and using five criteria of profitability, life cycle, quality, social issues and production capacity, analytical hierarchy process is employed to rank various alternatives and then rank different products based on TOPSIS technique.