I wouldn't worry about readability for PB--they are meant to be read aloud by a parent or teacher. Of course, children also read to themselves but this is really the perfect place to expose a child to the richness and beauty of language.
I also write EZs and CBs and I write the story first, then revise with vocabulary, sentence length, to get it in the proper reading range.