Viraloop Score
Hot
Composite of outlier ratio, velocity, acceleration, reach, engagement and niche momentum.
Outlier
33.2×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
33.2× the channel's median Shorts views.
High early view velocity
Averaging 19,559 views per hour since upload.
Reach far beyond subscriber base
410× the channel's subscriber count.
Overlaps a rising niche
Planet Simulations is at 87 momentum, +284% over 7 days.
The structural pattern behind this video, broken into reusable parts.
Other videos in the same niches, ranked by Viraloop Score.
POV: The Sun Just Went Out
Mars POV
I Was The Only One Left Awake
GeoDisasters
The Last Human On Earth
GeoDisasters
The City Went Quiet At 3AM
GeoDisasters
The Sky Over Tokyo, But Wrong
FutureFrame
A Second Sun Rose This Morning
FutureFrame
Giant Tsunami Hits California
CosmicVoyager
If Jupiter Replaced The Moon
FutureFrame
Falling Into Jupiter
Mars POV
The Sky Over Tokyo, But Wrong
Deep Strata
What Saturn's Rings Sound Like
CosmicVoyager
What Saturn's Rings Sound Like
CosmicVoyager