Viraloop Score
Hot
Composite of outlier ratio, velocity, acceleration, reach, engagement and niche momentum.
Outlier
22.2×Momentum
RisingViews accumulated since upload, against this creator's median, their top 10%, and the Viraloop benchmark.
Signals observed in the data. These describe measured performance, not predicted outcomes.
Significantly above creator baseline
22.2× the channel's median Shorts views.
High early view velocity
Averaging 10,930 views per hour since upload.
Still accelerating
Recent velocity is 1.37× the lifetime average for this video.
Reach far beyond subscriber base
238× the channel's subscriber count.
Above-average engagement
10.7% of viewers liked or commented.
Overlaps a rising niche
Minecraft Confessions is at 82 momentum, +96% over 7 days.
The structural pattern behind this video, broken into reusable parts.
Other videos in the same niches, ranked by Viraloop Score.
I Never Told Anyone This
BlockMind
My Friend Deleted My World
Gridwalker
My Friend Deleted My World
BlockMind
My Friend Deleted My World
Gridwalker
The Server We Never Talk About
BlockMind
My Friend Deleted My World
Gridwalker
The Server We Never Talk About
BlockMind
I Never Told Anyone This
BlockMind
Minecraft, But I Can't Touch Grass
BlockMind
My Friend Deleted My World
Gridwalker
I Found Something In My Old World
BlockMind
Every Decade On My Face
Gridwalker