Assuming that this is all largely fiction, you'll generally get a decent ePub of essentially any book published by a large publisher, and given that ePub is essentially just XHTML it's not "hard" to parse well enough for your purposes.

The margin of error for parsing the books is going to be smaller than any margin of error forced on you by GoodReads, anyway...

...but it's still probably not worth it.