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If you have a Claude sub, watch this0:3996Above Typical
Theo - t3.gg@t3dotgg

If you have a Claude sub, watch this

Published Oct 2, 2026 (4w ago)·Duration 0:3996
Total Views314.6KPublic count
Public Likes5.4KAudience upvotes
Comments694Discussion threads
Relative Multiplier
1.66×vs typical channel median
Public Engagement
1.93%Reaction ratio
Velocity Pace
10.7Kviews/day average
Ripple27

Ripple Score™ Breakdown

Normal(High Confidence)

TubeRipple's calculated breakout signal combining relative outperformance, pacing, and audience pull.

Pacing Signal+446/hr⚪ Derived lifetime pace
Relative Pull+17.7/40
Multiplier1.66×
Velocity Signal+3.2/30
Daily rate+10.7K/d
Engagement+5.9/15
Reaction rate1.93%
Reach & Age0.82× mult
Age / Reach706h · 0.83× subs
Score Observations:
  • 1.7× channel typical (solid above-average traction)
  • Derived pacing: +446/hr (0.4× baseline rate, moderate pacing)
  • 1.93% public engagement (healthy industry standard)
  • Views reached 83% of subscriber base
  • Published 29 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

1.66× typical

This video is outperforming the channel's recent baseline median (189,437 views) by 1.66×.

Performance Comparison

This video evaluated against Theo - t3.gg's typical median baseline (30 recent uploads).

Views Comparison
This Video314.6K
Channel Median189.4K
1.66× typical view count
Engagement Rate
This Video1.93%
Channel Baseline1.94%
Below channel typical interaction rate
Views Accumulation Pace
This Video Pace10.7K/day
Channel Median Pace9.0K/day
Derived velocity rate since upload

Title Structure

Deterministic structural attributes of the video title (statistical metrics without unverified causality claims).

Length36 chars
Word Count8 words
Uppercase %7%
StyleSentence 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.