What is AO3 TrueRank?
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It's hard to find the best works on AO3. You can search by kudos, but that tends to give preference to works with a lot of readers that may not necessarily be that good. On the other hand, if you search by hits, you get the most popular works, but as a lot of modern music is a testament to, popularity doesn't necessarily imply that a specific individual finds it of a high quality. Searching by comments or bookmarks generally doesn't work because not enough people use those features for them to be a large enough sample size. Plus, a single user can comment more than once on multi-chapter works, artificially inflating the status of those under that search metric.
So what is to be done? How can one, at a glance, determine the overall quality of a work?
Enter TrueRank. This extension takes the number of kudos a work has, divides it by the number of hits it has, and displays the resulting value as a percentage. For example, a work with 12 kudos and 96 hits will have a TrueRank of 12.5, because 12/96 = 1/8 = 0.125. This metric is better than any of the ones listed above because it doesn't give preference to popular works (excluding works with < ~10 hits), nor does it prefer multi-chapter works (each user can only leave 1 kudos, and hits are recorded per unique visitor). It's not perfect by any means, but it's a lot better than the tools we have now.
Unfortunately, due to the way AO3's search works, you cannot sort an entire body of works by their TrueRank, so for sorting purposes you're stuck with one of the built-in options. But this will very quickly let you know whether a work is (in general) going to be work your time to click on.
(Note: The red boxes in the screenshots are for highlighting purposes and do not appear during actual use.)
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AO3 TrueRank requires very minimum permissions.
Risk likelihood
AO3 TrueRank has earned a fairly good reputation and likely can be trusted.
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