Breakout Signal

Channel profile · tracked by Breakout Signal

Mack

82,200 subscribers · about 4 months old · ~23.3K subs/month to date ·publishing in English / Global ·Documentary / History, Explainer / Science

3tracked breakouts
1.6×best breakout score
8.2×best reach, views per subscriber
1.6Mtotal views tracked
6.4×median reach, tracked videos

Breakout videos

  1. 01

    How Did Ancient Women Handle Their Periods?

    📖 Documentary / History ·674.4K views · 6.2K/day ·8.2× its audience · 20:51 ·2026-06-08 · English / Global

    1.6×
  2. 02

    How Did Humans Invent Guns?

    🔬 Explainer / Science ·529.7K views · 6.1K/day ·6.4× its audience · 21:21 ·2026-06-30 · English / Global

    1.0×
  3. 03

    How Did Ancient Humans Survive Endless Rain?

    📖 Documentary / History ·437.5K views · 5.9K/day ·5.3× its audience · 24:46 ·2026-07-13 · English / Global

    0.8×

How to read this channel

Mack is a 82,200-subscriber channel (about 4 months old) working mainly in Documentary / History, Explainer / Science, publishing first in English / Global. The radar tracks 3 of its uploads. Its strongest signal (breakout score 1.6× the dataset median) reaches 8.2× the channel's subscriber count and has averaged 6,187 views a day since it was published 109 days ago, on “How Did Ancient Women Handle Their Periods?” (674,367 views). That is a lifetime average, not a current rate — one capture per video means this dataset cannot distinguish a video that is still climbing from one that already peaked. The API reports the audio track language as en.

There is one statistic this page deliberately does not print: a per-channel “share of uploads that reached 3×”. Every video on this site cleared that floor before it could be tracked at all, so the figure would read 100% for every channel and would distinguish nothing. What is left instead: 3 tracked uploads pulling 1,641,571 views between them, the strongest reaching 8.2× its audience. Repeated strong reach across several uploads is the part that suggests a format; one outlier is not. The hook patterns the tracker infers from its titles are question hook (3), and the production choices that repeat are no-face format (no host on camera), ai historical reenactment (period visuals).

What to copy and what to skip: copy the packaging pattern (title structure, the promise made in the first seconds, the episode length that keeps working) and skip the parts that only this channel can do — an existing subscriber base, cross-posting, or a back catalogue that feeds recommendations. Then compare this channel against the others on its category board: same niche, different market, different length. That comparison is where the transferable part usually hides.

Reproducible playbook

Opening hook (title-derived)

Question hook · estimated hook window 18s before the main body.

Beat rhythm (Cold open → context → segmented build → reveal)

  • Hook 0%–4%
  • Context 4%–18%
  • Escalation 18%–55%
  • Peak 55%–82%
  • Close 82%–100%

Production choices that repeat

  • No-face format (no host on camera)
  • AI historical reenactment (period visuals)

Derived from the title, duration and market — no frame-level video analysis, and no use of the labels this site writes on an entry.

Compare with

Same niche, market by market

Niche board and neighbouring channels

Snapshot rebuilt 2026-09-25 · 2557 signals · 954 channels. Metrics come from the YouTube Data API v3 and are stored captures, not live counters; ages are recalculated from each video's publish date at build time.