An LLC is an entity created by state statute. Depending on elections made by the LLC and the number of members, the IRS will treat an LLC either as a corporation, partnership, or as part of the owner's tax return (a "disregarded entity")
As such, there is no formal reasonable compensation rule. Your profit is your income reported on the 1040.
