The article explores how companies with different market shares use past data to set prices. They can only accurately identify some of their customers. The study shows that the dominant company always earns less than its competitor. The accuracy of information has a mixed impact on industry profits. More accurate information reduces overall welfare but affects customer satisfaction in a complex way based on market share differences.