Viraloop Score
Hot
Composite of outlier ratio, velocity, acceleration, reach, engagement and niche momentum.
Outlier
35.6×Momentum
SteadyViews 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
35.6× the channel's median Shorts views.
Still accelerating
Recent velocity is 1.21× the lifetime average for this video.
Reach far beyond subscriber base
289× the channel's subscriber count.
Overlaps a rising niche
Ocean Unknown is at 76 momentum, +142% over 7 days.
The structural pattern behind this video, broken into reusable parts.
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