Discover/Video analysis
MMark Tilbury9.1M subscribers

DON’T BUY THIS

3.8M views0 minJul 15, 2026Short
Watch on YouTube
Outlier vs channel median1.0×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement2.8%likes + comments
ConfidenceLow3 comparable videos

Where it broke away

Views at the same time after publishing—not lifetime totals.

Last observed 10/4/2026, 6:35:18 PM
This video
1.2M2M2.7M3.4M4.1M646h2033h

Why it qualifies

  • At 720 hours, views are 1.0× the channel median.
  • The baseline uses 3 comparable Shorts.
Comparison windowComparable-age T+720h
This video at comparable age—
This video now3.8M views
Channel median at comparable age1.5M views
Sample3 videos
DON’T BUY THIS — growth analysis · Signal Hunt