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I know that the search does rotate. And that the stuff to show is rebuilt regularly. I also know that itch does not tell about how stuff works, to not encourage people to game the system. So do not expect to get an answer. But we can assume that there is a certain amount of rng involved.

And if near 100% of the traffic came from inside itch, a game might not actually be popular. Also in the other direction. If the only traffic comes from outside, but the internal links get ignored, it might be suspicious to the algorithm.

We do not even know how popularity gets weighted, do we? I very much doubt it would be a single number like page visits or download counter.

If they would not have some kind of running average, it would be always the same games on page 1 of browse. So maybe it really does randomly put games on bottom. If they recover naturally, they really are popular.

Of course it could also be some obscure side effect of how the browse index get's rebuilt, if a game get's a major update. Or some anti tampering methods. There do be people that try to fake downloads, ratings and popularity. It is hard to tell, if some game really gone viral, or someone bought clicks.

Or it might actually be very simple. If one does not use infinity scroll, the game in question is right on top of recent page two for tag fps. There have to be some trend setters for lack of a better word. People looking for recent games might be the start of some domino effect. Also, there is a 7 day option for popular games and the game in question is now 9 days old ;-) If the algorithm notices a certain lack of internal interest, it just might not be as popular anymore, according to its rules.

How do I put this. There are those celebrities that are famous for being famous. In my humble opinion, such a source of fame would not sit well with the philosophies of itch, what with the idea of giving all games a spot in the limelight of search results and such. Maybe they do something like that with popular browse.

Sounds reasonable. Because we have bounced back I am a lot more confident now that we didn't break a policy or rule that put us down at the bottom, must just be how the algorithm does it's thing. 

If you had broken some important rules, your account would have been banned or something, not just a plummet in browse ranking.

There is a limbo in between, where your stuff is ok, but they delist you anyways. I have seen such an account that would fall under those quality guidelines. But if you are not listed, you do not appear in browse at all.

The old post leafo linked says it clearly, the browse popular algorithm has some parts of real popularity and some parts of boosting for new things mixed in. So erratic behaviour is to be expected. 

But if you really were bumped back to last place for some popular tag with thousands of competing games, that does sound like a side effect. Maybe your game looked unavailable due to an update while the index of browse was reshuffled or something silly. Or they lost access data due to their changing servers in the background. There is a thread about that somewhere, that they are migrating some services.

Otherwise there really do be strange numbers. Look at popular games for tag fps. View last day and last week. The first has only 3 games in it. The other 26. Your game is not in there. It is again in the 30 days and overall. Since your game is only 10 days old, it seems strange, that it does not appear in the 7 day category. But, there are a gazillion tags and the popular sort is strange and with small numbers, odd results can happen very easily.

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Those are a lot of different theories on how the algorithm works, but I don't see how they're relevant here. We're talking about a very drastic change overnight, for numerous developers. My game is more than a year old and I don't remember seeing anything like this happen. I'm talking to affected developers who have been on Itch for 3 years or more and they're saying the same thing.

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You've been on itch.io for fifteen months and published one game. I've been on itch.io for nine years and published dozens of games. Maybe don't dismiss what old hands tell you.

That said: your game is NSFW. These games have been under increased scrutiny on itch.io since this spring. Our admins say it's nothing, just basic protections against financial fraud. Other people here aren't so sure about that. Either way, the OP just confirmed what I told you on Discord: that organic traffic boosts your ranking. Also, if an affected game can bounce back soon after falling from the top, maybe that means there's no conspiracy. No secret changes of algorithm, or at least nothing permanent. Seems pretty relevant to me.

(+3)

And here you are again, hunting us down no matter where we try to discuss this to strawman our arguments and ignore any evidence you don’t like. A bounce back from a YT video is definitely good news and a good sign, but it hardly means the algorithm could not have been changed. That’s quite a leap of logic, even for your standards. And you’re the only one trying to put words in our mouth about a conspiracy. I really don’t know why you’re so invested in disproving this when you’re so ill-equipped to do it. If you want to shut us up and prove how dumb we are, go talk to an admin for us.