Optimizing a number pool for dynamic number insertion (DNI) used for call attribution is achieved by considering physical characteristics of the DNI number assigned to a specific channel versus characteristics of consumers within that channel—such as by determining a plurality of distinguishable consumer parameters having a business-positive correlation to a subset of numbers from among the pool of numbers—in order to make more optimized DNI number assignments.