Real superfans don't read anything else, just write endless (and sometimes better than the og) fanfiction. Harry Potter isn't special, per se, it is just the first vehicle for them to explore their own creativity, with a large enough community that can share in that larger universe.

It is much the same for Tolkien fans, but Tolkien's sins are a bit more forgivable, as he was literally helping generate an entire genre.