Long → 6 Shorts pipeline with CTR‑driven thumbnails and KPI loops.
Biweekly long‑form releases sliced into 6 Shorts each. A/B testing on thumbnails, KPI cards informed next topic selection.
* Ranges reflect typical pilots. Results vary by niche and baseline.