These are “picture books” but all the story is there without pictures, and they retain their beauty and charm:
Georgia Music by Helen V. Griffith
Baby in a Basket by Gloria Rand
The Hickory Chair by Lisa Rowe Fraustino (this is one of my all time favorites, and the narrator/main character is blind)
Captain Snap and the Children of Vinegar Lane by Roni Schotter
Amos & Boris by William Steig
Mice Twice by Joseph Low
Huge Harold by Bill Peet
Fables by Arnold Lobel
A Toad for Tuesday by Russell E Erickson (a little longer)
I think this one would still be interesting: Grasshopper on the Road by Lobel (you may need to describe the size of the mosquito)
Chapter books:
We just listened to ‘Freddy and the Poppin Jay’ in the car. We really enjoyed it! This book has a lot of details, so maybe hold off if Charlotte’s Web was still a challenge.)
We first heard ‘The Secret Garden’ as an audio book.
For fun:
Jungle Jam (a radio program). Completely heavy handed, but silly. My kiddos enjoy it.