Nit: LLC doesn’t offer anonymity. Most states allow public to look up the registered agent and managing party of the LLC online, or in worst case by writing to the appropriate agencies.
To obtain full level of anonymity, form a Trust and have it own the LLC. This is often done with large real-estate properties. Don’t know the exact details.