This is our current gift pick for kids in the three-year-old range/pre-school range. It's a great way to introduce poetry and a love of words to toddlers.
It contains over 60 poems, most just a few lines. You might be surprised by how much poetry appeals to children, even children who have not shown an interest in other reading previously. "Here's a Little Poem" is available right here.