- CCN Fit
- A topic-selection filter attributed to Paddy Galloway that evaluates whether a video serves Core viewers (likely buyers), Casual viewers (occasional watchers), and New viewers (total strangers) simultaneously. Videos that only serve one tier sacrifice viral reach.
- TAM (Total Addressable Market)
- The total pool of people who might want to watch a given topic. Used as a YouTube topic filter — wider TAM means more potential views regardless of production quality.
- Outlier
- A video that performs disproportionately better than a channel average. A 10x outlier got ten times the typical view count. Used as a demand signal when researching topics.
- Sacred Timeline
- A retention principle: every segment of a video must tie back to its stated promise. Anything that does not serve the promise causes viewer drop-off.
- PEIL Framework
- A video structure unit: Point (name the idea), Explain (why it matters), Illustrate (story, analogy, or example), Lesson (clear actionable step). Repeated 2 to 6 times per video to deliver value in digestible chunks.
- Asymmetric Pacing
- A pacing technique where earlier points are shorter and later points progressively longer, creating an illusion of rapid early progress that holds viewers through slower, deeper content.
- 10-80-10 Rule
- A framework referenced as a unique mechanism example: 10 percent ideation (guide the learner), 80 percent execution (learner does the work), 10 percent integration (review and feedback).