My girls absolutely love these books. Although they are different, they are all fun to read aloud with the girls because of structures and they way they sound.
Ella Sara Gets Dressed by Margaret Chodos-Irvine

A got this book for Christmas from one of her teachers and she loves it. It explains how Ella Sara gets up and what she wants to wear but her mom, dad, and sister all try to convince her that what she wants is too dressy/fancy/silly and giver her suggestions of what to wear. Based on the picture you can tell that they want her to dress like they do. Nonetheless, Ella Sara is persistent that she wants to wear her outfit. These are recurring lines:
"I want to wear my pink polka-dot pants,
my dress with orange-and-green flowers,
my purple-and-blue striped socks,
my yellow shoes,
and my red hat."
Each time she says it you can tell she is getting madder both because of the pictures and the text. In the picture after she talks to her dad she is stomping. When she tells her sister what she is going to wear she says, "AND MY RED HAT!" My daughter loves to hear how I read the repeated lines differently in order to show her escalating frustration. It is also fun to hear A pretend reading the book on her own because her voice also reflects the same.
In the end of the book it ends up that the clothes she wears are perfect for what she was going to do for the day.
(Side note: As I am typing this D came to curl up on my bed with me and started looking through the four books pretend reading them. With Ella Sara she flipped through and said "red hat" on every page. That is the part that A loves most, so it is the most memorable part for D as well.)
Sheep in a Jeep by Nancy Shaw

I loved this book from the first time I read it because of the rhyme. There is a lot of rhyming with sheep and jeep, such as beep, steep, and leap. However there are also other combinations within the book such as uh-oh and go, grunt and front, and thud and mud. I was cracking up the first time I read this book.
Brown Bear, Brown Bear, What Do You See? by Bill Martin Jr., illustrated by Eric Carle

I got this book as a board book in
Spanish, so it has been a perfect book for my girls to look through on their own as one of their first books. A also heard the book with her teacher in English. Both girls pick up on the Spanish refrain ¿Qué ves ahí?. My younger daughter D always says "Niños, Niños" on the children page. It is a fun book for the three of us to read together.
Chicka Chicka Boom Boom by Bill Martin Jr. and John Archambault

I originally got this book as a promotion in a Cheerios box. The girls enjoyed it so much that I got the full sized version in both English and Spanish. I since also bought
Chicka Chicka 1-2-3. D loves it when I read this book with her on my lap and bounce her up and down on the "boom boom" parts. A frequently says "Chicka chicka boom boom! Will there be enough room?" when she wants to join me somewhere. For example if D and I are sitting on the couch together she will say the line when she comes to sit with us. This is a fun way for the girls to see the different letters (and numbers with
Chicka Chika 1-2-3).