Is there a database that provides lengths of books?

I want to test some hypotheses regarding the length of books and their review distributions. I imagine if the data exists, it probably records the number of pages per book, but words would be ideal. If not an open datasource, is there a clever way to use an existing API (e.g. Google Books) to get this data?