Discover/Video analysis
iim_siowei19.2M subscribers

Moms Be Like

2.3M views1 minAug 21, 2026
Watch on YouTube
Outlier vs channel median1.0×Comparable-age T+720h
Current velocity—needs two snapshots
Engagement1.8%likes + comments
ConfidenceMedium7 comparable videos

Where it broke away

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

Last observed 10/4/2026, 6:54:08 PM
This video
2.155M2.199M2.244M2.289M2.334M699h1087h

Why it qualifies

  • At 720 hours, views are 1.0× the channel median.
  • The baseline uses 7 comparable long-form videos.
Comparison windowComparable-age T+720h
This video at comparable age—
This video now2.3M views
Channel median at comparable age2.2M views
Sample7 videos
Moms Be Like — growth analysis · Signal Hunt