- Boring strategy
- Publishing videos that address the same core problem category repeatedly, while updating the specific angle to reflect current events, tools, or trends in that space. The problem stays constant; the treatment evolves.
- Funnel model (new algorithm)
- The current YouTube distribution model, where strangers with a specific problem enter the top of a creator's funnel, may watch one or two videos, and often exit without subscribing — meaning every viewer cohort is largely made up of first-timers.
- Circle model (old algorithm)
- The previous YouTube distribution model, where subscribers formed a stable inner circle and the algorithm prioritized showing them the creator's new uploads. This model no longer reliably holds.
- Content IP
- Proprietary frameworks, named models, or original methodologies that emerge from solving the same category of problem repeatedly — assets that are publicly visible but functionally inimitable because they encode the creator's accumulated pattern recognition.
- Curse of knowledge
- A cognitive bias described in the book Made to Stick (Heath & Heath) where someone who has mastered a subject can no longer accurately recall what it felt like to be ignorant of it, causing them to misjudge how basic or obvious their content appears to newcomers.
- Outlier (YouTube context)
- A video that significantly over-performs relative to a channel's baseline — used by research tools like 1of10 to identify which topics and formats are generating outsized results for competitor channels.