Breakout Signal

Channel profile · tracked by Breakout Signal

Wrongly Assumed

5,010 subscribers · about 4 months old · ~1.2K subs/month to date ·publishing in English / Global ·Documentary / History, Explainer / Science

7tracked breakouts
5.2×best breakout score
161.3×best reach, views per subscriber
2.0Mtotal views tracked
51.3×median reach, tracked videos

Breakout videos

  1. 01

    The Pyramids Were Reanalyzed by AI - And the Findings Shocked Everyone

    📖 Documentary / History ·808.3K views · 15.0K/day ·161.3× its audience · 12:21 ·2026-08-02 · English / Global

    5.2×
  2. 02

    Easter Island Was Reanalyzed by AI — And the Statues Were Hiding Something Disturbing

    🔬 Explainer / Science ·492.0K views · 13.7K/day ·104.0× its audience · 14:04 ·2026-08-20 · English / Global

    2.5×
  3. 03

    The Titanic Wreck Was Re-analyzed by AI - What It Found Changes Everything

    🔬 Explainer / Science ·295.6K views · 4.3K/day ·62.5× its audience · 9:52 ·2026-07-19 · English / Global

    1.5×
  4. 04

    The Terracotta Army Was Reanalysed by AI — And Nobody Expected This

    📖 Documentary / History ·242.6K views · 9.0K/day ·51.3× its audience · 10:08 ·2026-08-29 · English / Global

    1.3×
  5. 05

    The Bermuda Triangle Was Reanalyzed by AI — And the Findings Shocked Everyone

    🔬 Explainer / Science ·101.2K views · 2.3K/day ·21.4× its audience · 13:35 ·2026-08-11 · English / Global

    0.6×
  6. 06

    MH370 Was Reanalyzed by AI — And the Findings Shocked Everyone

    🔬 Explainer / Science ·29.9K views · 1.2K/day ·6.3× its audience · 19:20 ·2026-09-01 · English / Global

    0.5×
  7. 07

    We Were Completely WRONG About How The Pyramids Were Built

    📖 Documentary / History ·34.5K views · 1.6K/day ·7.3× its audience · 16:07 ·2026-09-03 · English / Global

    0.2×

How to read this channel

Wrongly Assumed is a 5,010-subscriber channel (about 4 months old) working mainly in Documentary / History, Explainer / Science, publishing first in English / Global. The radar tracks 7 of its uploads. Its strongest signal (breakout score 5.2× the dataset median) reaches 161.3× the channel's subscriber count and has averaged 14,969 views a day since it was published 54 days ago, on “The Pyramids Were Reanalyzed by AI - And the Findings Shocked Everyone” (808,330 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-US.

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: 7 tracked uploads pulling 2,004,171 views between them, the strongest reaching 161.3× 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 statement / cold open (6), contradiction hook (1), and the production choices that repeat are no-face format (no host on camera), ai-generated visuals declared in the title, ai historical reenactment (period visuals), ends on a cliffhanger to farm next-episode views.

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)

Statement / cold open · estimated hook window 18s before the main body.

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

  • Hook 0%–6%
  • Context 6%–20%
  • Escalation 20%–60%
  • Turn 60%–85%
  • Close 85%–100%

Production choices that repeat

  • No-face format (no host on camera)
  • AI-generated visuals declared in the title
  • AI historical reenactment (period visuals)
  • Ends on a cliffhanger to farm next-episode views

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.