It's interesting how the algorithm works on CB, but either I'm missing something myself, or there are 1 or multiple factors that impact some streamers quite drastically different.
I've been hitting the frontpage every single stream the past 6ish months, but it takes time. And like other people have said before me, there seems to be a factor that's time-related to it.
I know time is a factor in ranking people if they are "even" on other parts of the algorithm, but if that's the ONLY factor of time, then it does have an extreme impact, since there's a quite obvious growth after hitting 1 hour, 2 hour, 3 hour etc.
Now if this means there's a time-related viewerscap, or if there's something else within the algorithm that makes it so this specific thing keeps happening is a question that we can't really answer without knowing what the algorithm is about exactly.
The reason why I say that the algorithm favors certain streamers is because I see quite a lot of models who have the same gradual buildup as me, but then there are also models who within 30 minutes hit one of the top rows of the homepage, fully dressed and not doing anything (also never even getting to the top 10 for the contest). Personally I think there's cheating going on from some people, but I also think that in some cases it's a fact of... hitting the popups every single stream, getting a huge freshload of active followers/viewers, and rinse and repeat. It's a feedback loop that works out very well if you're able to get up that high. HOWEVER there are other models who do hit the popup every single stream, but still have the gradual buildup, and never seem to have the insane placement within 30 minutes as a handful of others do. I can not seem to figure out what the difference is between those 2 types of streamers. It's fascinating, though also very frustrating at the same time.
I've been very focused on keeping an eye on my stats the past few months, just to figure out how to increase my odds of getting up higher on the page. And I'm not doing too bad, but so far I haven't been able to crack the code on how to get higher up then I am able to right now. Although I do have some ideas of what my 'handicaps' are generally speaking. I just wish I could 'know' how some of these streamers instantly hit the frontpage when they start streaming.
What I DID find out however, is that the influx of viewers during "action" doesn't really affect site placement all too well, which is good for me, since this also means that when they leave again you don't immediately drop a lot of ranks either. But then I also have to put in the sidenote that this is how it works for me.. And that just due to the fact that I am a different streamer with a different fanbase than other streamers, it also doesn't mean that this is how things work for others
I guess just that fact alone shows how an algorithm like CB uses can have different impacts for different people depending on the viewers they attract, whales, more moderate spenders, quick fap or girlfriend experience, room focused or 1on1, interested in hype/quirkiness or intense sexualness, or a combination of it all.
I really do find it interesting, but also frustrating that although I know how some of it works, there are some (maybe even key) elements missing. And maybe they're not even related to the algorithm itself, but are affiliate related or something like that.....
Anyway, that's a whole lot of text for me to just say that 1) I recognize the time-element and it's very obvious in my room. If it's actually a time/traffic cap, or just something that is show-related/viewer related/natural progression is not clear to me 2) some people are able to completely bypass this time element 3) I have no idea how, but I would really like to know