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I use Goodreads to post my reviews of books I've read.

But I'm looking for a way to post reviews for individual short stories found online or in fiction magazines, anthologies, etc. The reviews should automagically pop up whenever the story appears in any other place. But I haven't found any sites that does this.

For example, I read and review Story X in anthology Y. If the story appears or appeared online at Z, printed in magazine F, etc, my review for it also appears if I look it up there.

Looking for recommendations for sites that do this.

Well put, that's the comment I no longer need to write :) Also, Goodreads is OLD ! Well before good recommendation engines were standard.

ditto. There's already too many books to read and recommendations everywhere.

Yeah, it's hard for me to take the complaint too seriously. The problem with books isn't that it's hard to find the good ones. It's that you get this tremendous backlog because you're short on time.