0:11Normalπ€ Robot Serves Mango Juice to an Elderly Woman at Makkah πβ€οΈ | Amazing AI Robot #Shorts#robot #viral
Published Oct 31, 2026 (1h ago)Β·Duration 0:11
Total Views5.3KPublic count
Public Likes465Audience upvotes
Comments7Discussion threads
Relative Multiplier
0.07Γvs typical channel medianPublic Engagement
8.98%Reaction ratioVelocity Pace
52.6Kviews/day averageRipple57
Ripple Scoreβ’ Breakdown
Interesting(High Confidence)TubeRipple's calculated breakout signal combining relative outperformance, pacing, and audience pull.
Pacing Signal+2.9K/hrβͺ Derived lifetime pace
Relative Pull+2.0/40
Multiplier0.07Γ
Velocity Signal+23.1/30
Daily rate+69.5K/d
Engagement+13.6/15
Reaction rate8.98%
Reach & Age1.35Γ mult
Age / Reach2h Β· 0.31Γ subs
Score Observations:
- 0.1Γ channel typical (below baseline pacing)
- Derived pacing: +2,897/hr (6.2Γ baseline rate, steady brisk pace)
- 8.98% public engagement (exceptional viral comment/like ratio)
- Views reached 31% of subscriber base
- Published 1.8h ago (+35% fresh breakout velocity multiplier)
* 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.
Above-Average Audience Engagement
+404% engagementPublic engagement rate (8.98%) is 404% higher than the channel's typical average (1.78%).
Performance Comparison
This video evaluated against AI Islamic Future π€π's typical median baseline (17 recent uploads).
Views Comparison0.07Γ typical view count
This Video5.3K
Channel Median78.3K
Engagement RateAbove channel typical interaction rate
This Video8.98%
Channel Baseline1.78%
Views Accumulation PaceDerived velocity rate since upload
This Video Pace52.6K/day
Channel Median Pace63.8K/day
Title Structure
Deterministic structural attributes of the video title (statistical metrics without unverified causality claims).
Length102 chars
Word Count18 words
Uppercase %16%
StyleMixed Case
Contains DigitsNo
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.