How powerful can 40 mobiles really be if we think of it as 1 mobile = 1 view? (I guess that’s what you’re suggesting.)
When videos are already getting 2–3k genuine views, would those extra 40 farm views really be enough for the algorithm to boost the video? And if yes, is that only beginner-friendly, or can advanced users benefit from it too?
What most people misunderstand is that a phone farm does not work with the same logic as SMM panels.
Years ago, YouTube was much more metric-based.
Back then, simply pushing raw views could move videos.
Today the system is way more behavior-driven.
YouTube looks at how users behave, what type of content they interact with, watch history, session behavior, interests, retention patterns, etc.
So the value of 30 or 40 devices is not really “40 extra views”. Numerically, that changes almost nothing on a channel already doing 2k or 3k views.
The important part is the signals those accounts send to the algorithm.
If those users consistently interact with a certain type of content, YouTube starts understanding what audience profile is reacting positively to your videos.
That helps the platform test your content with more relevant real users outside the farm.
That’s why farms can still move channels even with relatively small numbers.
The impact is indirect.
The real growth usually comes from the new organic viewers YouTube starts pushing your content to afterward.
And yes, advanced users benefit from this too.
Actually, experienced operators usually extract much more value from smaller farms because they understand behavior patterns, timing, warming, niches, traffic mixing, and how to avoid sending artificial-looking signals.
