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“hidden gems”

That is highly subjective. One user's gem is another user's trash.

If I understand correctly you want an algorithm to detect underrated games. Not in the factual sense that they have a low number of ratings. But in the sense that they should be more famous.

I do not think you can do that with tags. And not really on Itch. One of the best games I know on Itch in a special sub sub category. It does not even have a tag. (I shall not name it here, but let's say, I knew that game before I knew Itch, so to me, the game is more famous than Itch itself.)

To give a real world example. https://tomorrowcorporation.itch.io/human-resource-machine

The game has 4 ratings currently. It is from 2018. Has a single comment ... from 2025.

The plot twist is, the game has 3000 reviews on Steam...

That is highly subjective. One user’s gem is another user’s trash.

Yes, I agree with that point, and that’s what my system tries to do (or at least it will try to do that when it is implemented 😅).

If I understand correctly you want an algorithm to detect underrated games.

Now, I don’t want to create the system that does that. My idea is to create a system that suits every user’s tastes. The original post was about the small part of that system, so I didn’t bother to describe the whole idea because this is not the topic of a discussion. If you are interested in more context, see my reply to @user22 below.