Archive
A reproducible study of 600 mature videos from 30 educational YouTube channels under 50K subscribers, including breakout ratios, content promises and an idea-screening framework.
Read moreA public-data case study of a small gaming channel: what 334 subscribers and 73,647 views can suggest, what they cannot prove, and which Studio metrics to audit next.
Read moreRead YouTube Studio impressions, CTR, traffic sources, retention and audience reports together, then turn the evidence into one useful next action.
Read moreA documented review of YouTube’s official recommendation guidance: personalization, appeal, engagement, satisfaction, external factors and unsupported myths.
Read more
