Study draws on environmental psychology to explain application store user satisfaction. Our survey finds that user satisfaction is influenced by store discoverability. Discoverability facilitators are related to quantity of applications and the environment. Perceived quantity of applications has two dimensions: sufficiency (+) and overload (‐). Environmental facilitators differed slightly between the U.S. and South Korea samples.