A few books I think which can both excite and invite children to respond to them are:
Drummer Hoff
Panda Cake
Cadillac
There's a Cow in the Road
Hand Hand Fingers Thumb
The Napping House
The Three Billy Goats Gruff
The Three Little Bears
The Three Little Pigs
Mortimer
Jump Frog Jump
did you ever see?
The Itsy Bitsy Spider
I'm a Little Teapot
ABC I Like Me
More Spaghetti, I say !
Goodnight Moon
The Baby Bee Bee Bird
The Little Engine That Could
The was an Old Woman Who Swallowed a Fly
Chicken Little
Wake up House