Red
Red is a color that symbolizes action, warmth, power, aggression, excitement, drama, fire, blood, passion, love, danger, anger, and heat. It is a highly visible color that will always attract attention. Red will also stimulate several emotions.
Stop signs have trained us to stop and look when we see red. So it is only natural to want to stop and look at a red billboard.