vvidIQ2.4M subscribers
Watch on YouTube Faceless Channels NEED To Do THIS
Outlier vs channel median1.0Ă—Comparable-age T+168h
Current velocity—needs two snapshots
Engagement5.7%likes + comments
ConfidenceLow4 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis video
Why it qualifies
- At 168 hours, views are 1.0Ă— the channel median.
- The baseline uses 4 comparable Shorts.
Comparison windowComparable-age T+168h
This video at comparable age—
This video now5.7K views
Channel median at comparable age4.2K views
Sample4 videos