Channel deep-dive: when retail constraint beat 'just go viral'

A 5-beat faceless video outline for “Channel deep-dive: when retail constraint beat 'just go viral'” in the Small business case studies niche, derived from caption timing of 1 reference videos.

Angles

Beat-by-beat structure

  1. Hook (0:00–0:30): A store layout that looks 'cheap' on purpose.
  2. Beat 1: Constraint: limited shelf space / small footprint.
  3. Beat 2: What the brand did instead of going viral (assortment, layout, speed).
  4. Beat 3: Result in the store, cited from the reference.
  5. Close: Lesson card for a small retailer + sources on screen. Original narration only.

Method

yt-dlp VTT captions (uploader-provided, not auto/ASR) → timed beat heuristics → editorial topic synthesis. Structure only; write original narration.