Apparently helium balloons use only about 8% of the annual consumption of helium, and that's just about the highest-margin use there is--hospitals effectively pay less for their helium because it's subsidized by kiddie balloons.
It is an entirely fanciful notion that the cost of helium would ever be high enough that going to the moon to retrieve it would be economically viable.