A competitive, availability prediction system for predicting relative, competitive availability of seating on an airline flight is described. The system includes an availability predictor that predicts seating availability on a competitive flight, an availability system that produces an actual availability response for a flight and decision logic that compares the predicted answer from the availability predictor and the potential answer from the availability system to establish a decision with respect to actual availability.