Eichhorn’s works include:
- The New Deal, with William Giffe (Logansport, Indiana: Home Music Company, 1898)
- Conquest Hymns, New and Old (Chicago, Illinois: New Era Publishing Company, 1902)
- Songs for Sunday Schools and How to Use Them (New York : A. S. Barnes, 1910)
- The Moonseed’s Ministry and Other Sonnets and Songs (Redlands, California : Louis D. Eichhorn, 1924)
Music
- Why Not Say Yes Tonight?