Why do we say, "shoe shop" not "shoes shop

[محسن لبيب حنين]

If any of you knows why we say, "shoe shop" not "shoes shop", could he or she tell us? It would be more appropriate if he or she mentioned the resource on which he depended. Thanks in advance