Rand-McNally published more than just maps and atlases. They are also known for publishing children's books starting in the 1950s and there was even a series of Chicago Institute of Art books published by the Chicago-based atlas company. So, when you see the publisher as being Rand-McNally, don't automatically assume it's going to be an atlas.
Holt, O. H. Dakota:Behold I show you a Delightsome Land. Rand, McNally and Co.: Chicago (1885).
Siringo, Charles A. A Texas Cow Boy. Rand, McNally and Co.: Chicago (1886). Full title-A Texas Cow Boy or, Fifteen Years on the Hurricane Deck of a Spanish Pony
The Rand-McNally Standard Atlas Of The World. The Continental Publishing Company: Chicago (1887).
Leffingwell, William Bruce. Wild Fowl Shooting. Rand, McNally and Co.: Chicago (1888).
Zola, Emile. The Dream. Rand, McNally and Co.: Chicago (1888). Translated by Eliza E. Chase
The Rand-McNally Standard Atlas Of The World. The Continental Publishing Company: Chicago (1889).
Shields, G.O. Cruisings in the Cascades. Rand, McNally and Co.: Chicago (1889). Full title-Cruisings in the Cascades: A Narrative of Travel, Exploration, Amateur Photography, Hunting, and Fishing
Shields, G.O. The Big Game of North America. Rand, McNally and Co.: Chicago (1890).
The Rand-McNally Standard Atlas Of The World. The Continental Publishing Company: Chicago (1890).
Rand McNally and Co's New Family Atlas of the World. Rand, McNally and Co.: Chicago (1891). German translation edition of their New Family issue intended for German speaking persons living in North America
Spears, John R. Illustrated Sketches Of Death Valley. Rand, McNally and Co.: Chicago (1892).
Dickey, J.M. Christopher Columbus and His Monument Columbia. Rand, McNally and Co.: Chicago (1892). Full title-Christopher Columbus and His Monument Columbia, being a Concordance of Choice Tributes to the Great Genoese, His Grand Discovery, and His Greatness of Mind and Purpose
Glazier, Willard. Headwaters of the Mississippi. Rand, McNally and Co.: Chicago (1892). Full title-Headwaters of the Mississippi: Comprising Biographical Sketches of Early and Recent Explorers of the Great River, and a Full Account of the Discovery and Location of its True Source in a Lake Beyond Itasca
Rand, McNally and Co.'s Universal Atlas of the World. Rand, McNally and Co.: Chicago (1893).
Rand, McNally and Co.'s Indexed Atlas of the World. Rand, McNally and Co.: Chicago (1896). 2 volumes
Capes, B. E. J. The Mill of Silence. Rand, McNally and Co.: Chicago (1897).
Rand, McNally and Co.'s Universal Atlas of the World. Rand, McNally and Co.: Chicago (1899). Full title-Rand, McNally and Co.'s Universal Atlas of the World Containing Colored Maps of Every Country and Civil Division Upon the Face of the Globe with Marginal Index Together with Historical, Descriptive, and Statistical Matter
Frisbie, W. A. The Bandit Mouse and Other Tales. Rand, McNally and Co.: Chicago (1900). Illustrated by Fred R. Bartholomew
Hall, Albert Neely. The Wonder Hill. Rand, McNally and Co.: Chicago (1914).
Gordon, Elizabeth. Butterfly Babies' Book. Rand, McNally and Co.: Chicago (1914). Illustrated by M. T. Ross
Gordon, Elizabeth. Watermelon Pete and Others. Rand, McNally and Co.: Chicago (1914). Illustrated by Clara Powers Wilson
Sadler, Marie. Mamma's Angel Child in Toyland. Rand, McNally and Co.: Chicago (1915). Illustrated by M. T. Ross
Aesop. The Aesop for Children. Rand, McNally and Co.: Chicago (1919). Illustrated by Milo Winter
Wade, Blanche Elizabeth. Ant Ventures. Rand, McNally and Co.: Chicago (1924). Illustrated by Harrison Cady
Jackson, Leroy F. Rimskittle's Book. Rand, McNally and Co.: Chicago (1926). Illustrated by Ruth Caroline Eger
Ripley, Sherman. The Raggedy Animal Book. Rand, McNally and Co.: Chicago (1928). Illustrated by Harrison Cady
Correll, C. J. All About Amos 'n' Andy and Their Creators. Rand, McNally and Co.: Chicago (1929). Other author Freeman F. Gosden
Atwater, Richard. Doris and the Trolls. Rand, McNally and Co.: Chicago (1931).
Post, Wiley. Around the World in Eight Days: The Flight of the Winnie Mae. Rand, McNally and Co.: Chicago (1931). Introduction by Will Rogers; Other author Harold Gatty
Buell, Margorie Henderson. Little Lulu. Rand, McNally and Co.: Chicago (1937).
North, Sterling. The Zipper ABC Book. Rand, McNally and Co.: Chicago (1937). Illustrated by Keith Ward
Henry, Marguerite. Misty of Chincoteague. Rand, McNally and Co.: Chicago (1947). Illustrated by Wesley Dennis
Henry, Marguerite. Portfolio of Horses. Rand, McNally and Co.: Chicago (1952). Illustrated by Wesley Dennis
Henry, Marguerite. Brighty of the Grand Canyon. Rand, McNally and Co.: Chicago (1953). Signed Edition; Illustrated by Wesley Dennis
Neff, Wallace. Architecture of Southern California. Rand, McNally and Co.: Chicago (1964).