Possibly. The IRS instructions generally require a reporting corporation to file Form 5472 if it had a reportable transaction with a foreign or domestic related party. The instructions also list an exception when the entity had no reportable transactions of the listed types; for a foreign-owned U.S. disregarded entity, that review includes the transactions described for that type of entity.
That is why “the LLC made no money” cannot safely answer the filing question. Revenue is an operating result; Form 5472 is an information-reporting analysis.