This what we'll call a book that we buy that we forgot we already read/own.
And now for the next bookword:
We should we call a non-fiction book that reads like fiction?
Add your suggestions in the comments. Don't be shy because even off-the-top suggestions that at first you may think are silly (as Jenny did with Whoopsabooksy) may end up winning! :)