VViralHog30.2M subscribers
Watch on YouTube Tired Mom Stumbles Backwards || ViralHog
Outlier vs channel median4.3×Comparable-age T+24h
Current velocity296.3views per hour
Engagement1.5%likes + comments
ConfidenceHigh10 comparable videos
Where it broke away
Views at the same time after publishing—not lifetime totals.
Channel medianThis video
Why it qualifies
- At 24 hours, views are 4.3× the channel median.
- The baseline uses 10 comparable Shorts.
- The latest observed velocity is 296 views per hour.
Comparison windowComparable-age T+24h
This video at comparable age95.4K views
This video now102.6K views
Channel median at comparable age22.3K views
Sample10 videos