1:31Strong PerformerNeetu Bisht@iamneetubisht
Chalak Maa Beta Part -2 🤣 #neetubisht #lakhneet #funny #comedy #ytshorts #trending
Published Oct 20, 2026 (1w ago)·Duration 1:31
Total Views18.3MPublic count
Public Likes255.4KAudience upvotes
Comments704Discussion threads
Relative Multiplier
5.3×vs typical channel medianPublic Engagement
1.4%Reaction ratioVelocity Pace
1.7Mviews/day averageRipple50
Ripple Score™ Breakdown
Interesting(High Confidence)TubeRipple's calculated breakout signal combining relative outperformance, pacing, and audience pull.
Pacing Signal+69.3K/hr⚪ Derived lifetime pace
Relative Pull+33.0/40
Multiplier5.3×
Velocity Signal+18.6/30
Daily rate+1.7M/d
Engagement+4.8/15
Reaction rate1.4%
Reach & Age0.82× mult
Age / Reach264h · 0.44× subs
Score Observations:
- 5.3× channel typical (strong breakout performance)
- Derived pacing: +69,264/hr (3.4× baseline rate, hyper-velocity pacing)
- 1.4% public engagement (healthy industry standard)
- Views reached 44% of subscriber base
- Published 11 days ago (mature velocity decay)
* Ripple Score is TubeRipple's proprietary calculated performance signal based on public video and channel data.
Why is this video working?
Data-driven observations comparing this video's velocity, engagement, and reach against channel baseline parameters.
Strong Relative Performance
5.3× typicalThis video is outperforming the channel's recent baseline median (3,452,843 views) by 5.3×.
High Pacing Velocity
2× daily paceCurrent velocity of 1,662,324 views/day is accumulating 2× faster than the channel median.
Performance Comparison
This video evaluated against Neetu Bisht's typical median baseline (30 recent uploads).
Views Comparison5.3× typical view count
This Video18.3M
Channel Median3.5M
Engagement RateAbove channel typical interaction rate
This Video1.4%
Channel Baseline1.29%
Views Accumulation PaceDerived velocity rate since upload
This Video Pace1.7M/day
Channel Median Pace826.1K/day
Title Structure
Deterministic structural attributes of the video title (statistical metrics without unverified causality claims).
Length83 chars
Word Count12 words
Uppercase %6%
StyleSentence case
Contains DigitsYes
Question FormatNo
Audience Sentiment & Comment Analysis
Deep comment semantic clustering and creator sentiment analysis will be added in a later phase to conserve public API quota.