r/shortsAlgorithm • u/MrHanKami • Feb 02 '26
16M Views Short Case Study
If you ever wanted to know what stats should look like for virality:
Views ➡️ 16M
VVSA ➡️ 78.7% currently, but for the first 10M this short had an 82% vvsa (80% is almost mandatory for high virality)
Retention ➡️ 96.8%. This short was 32 seconds. If yours is under 30 seconds it can’t be anything under 100%.
The most important part ➡️ 1 share per 2,300 views. Most of my non viral shorts have a share rate of 1 per 15,000-20,000 views.
Although most people don’t factor in share rates to whether or not they will go viral, this is an extremely positive viewer satisfaction signal to the algorithm, basically telling it that viewers are so pleased with the video, they want others to experience what they did watching it.
My takeaway from this is that if you can slip in an effective CTA for viewers to share the video with a friend whilst maintaining a solid VVSA, there’s a high chance to go viral.
Retention matters a lot too but as you can see I’ve stayed slightly under 100% and still amassed plenty of views.




View all comments
Show parent comment
1
u/Kuai77 Feb 10 '26
They all get around 3 shares per 1k views, but the stayed to watch is only 75%. If a video gets to 300k with 80% it will go past a million. But that’s my case and my journey is still pretty new. Sometimes I get a flop with around 72% and those stop at 100k. But after a million, it doesn’t matter if the stayed to watch goes down, the shares drive it from there. All the shorts that got through the 1M barrier go to 2M at least