IMHO, ammo WILL increase in value but I'll offer two caveats as follows...
... but, rather, buy water storage, freeze-dried foods, and other necessities.
I hope I'm not walking on thin ice here but... ammo doesn't cover all necessities which may become very valuable sometime in the future, even if only to one's self and family.