Breakout Signal

Channel profile · tracked by Breakout Signal

Celest Fantasy

72,300 subscribers ·publishing in English / Global ·Fantasy / Myth

1tracked breakouts
2.2×best breakout score
10.0×best reach, views per subscriber
722.1Ktotal views tracked
10.0×median reach, tracked videos

Breakout videos

  1. 01

    Cinderella | The Magical Glass Slipper | Fantasy Short Film

    🧙 Fantasy / Myth ·722.1K views · 9.6K/day ·10.0× its audience · 13:16 ·2026-07-12 · English / Global

    2.2×

How to read this channel

Celest Fantasy is a 72,300-subscriber channel working mainly in Fantasy / Myth, publishing first in English / Global. The radar tracks 1 of its uploads. Its strongest signal (breakout score 2.2× the dataset median) reaches 10.0× the channel's subscriber count and has averaged 9,628 views a day since it was published 75 days ago, on “Cinderella | The Magical Glass Slipper | Fantasy Short Film” (722,098 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.

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: this channel has a single tracked upload so far, and it has pulled 722,098 views. Treat a one-video channel as a topic signal, not as proof of a repeatable format. The hook patterns the tracker infers from its titles are statement / cold open (1), and the production choices that repeat are no-face format (no host on camera), billionaire / cinderella romance template.

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 12s before the main body.

Beat rhythm (Cold open → setup → act 2 → climax → resolution)

  • 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)
  • Billionaire / Cinderella romance template

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.