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
Breakout videos
- 011.6×
- 021.0×
- 030.8×
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
- All 📖 Documentary / History breakouts
- Learn History by AI videos · 2×
- Mundo de Aves · 2×
- Historia del futuro IA · 2×
- Mundo Subliminar · 2×
- Nova ai films · 2×
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.