Meta's new model wants "deep access" to your personal life...

Published Aug 12, 2026 (2mo ago)·Duration 0:344

Turn Signal into IdeaInspect Channel

Total Views563.7KPublic count

Public Likes13.7KAudience upvotes

Comments586Discussion threads

Relative Multiplier

0.31×vs typical channel median

Public Engagement

2.53%Reaction ratio

Velocity Pace

7.1Kviews/day average

Ripple8

Ripple Score™ Breakdown

Normal(High Confidence)

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

Pacing Signal+294/hr⚪ Derived lifetime pace

Relative Pull+3.1/40

Multiplier0.31×

Velocity Signal+0.2/30

Daily rate+7.1K/d

Engagement+7.1/15

Reaction rate2.53%

Reach & Age0.65× mult

Age / Reach1914h · 0.13× subs

Score Observations:

0.3× channel typical (below baseline pacing)
Derived pacing: +294/hr (0.0× baseline rate, moderate pacing)
2.53% public engagement (healthy industry standard)
Views are 13% of subscriber count (core fan reach)
Published >30 days ago (historical evergreen dampener)

* 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

+61% engagement

Public engagement rate (2.53%) is 61% higher than the channel's typical average (1.57%).

Performance Comparison

This video evaluated against Fireship's typical median baseline (30 recent uploads).

Views Comparison

This Video563.7K

Channel Median1.8M

0.31× typical view count

Engagement Rate

This Video2.53%

Channel Baseline1.57%

Above channel typical interaction rate

Views Accumulation Pace

This Video Pace7.1K/day

Channel Median Pace66.6K/day

Derived velocity rate since upload

Title Structure

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

Length61 chars

Word Count10 words

Uppercase %2%

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.