>If everybody wants to buy up land because "god isnt making it any more" you get less land at an even higher price which makes it even more attractive as a store in value.

Yes but people aren't trying to buy land, they are trying to buy housing, which yes, has a foundation on land but also can increase vertically without significantly increasing the land usage.