Talking head + screen recording tutorial
Talking head + screen recording tutorial running about 52 seconds, structured as hook → problem → demonstration → result → cta. Adoption is cooling (-100% week over week) across 1 niche(s).
- Adoption moved -100% this week, so the window is closing rather than opening.
- Only 1 creators have adopted it, so the format is not yet crowded.
The mechanisms that make this structure perform, not a description of the topic.
Opens a loop the viewer needs closed
The hook states an outcome without the method, so leaving early means leaving without the answer. Retention through the first five seconds is bought by withholding, not by production value.
Promises something specific and checkable
A bounded claim — a number, a timeframe, a named tool — tells the viewer exactly what they get. Specific promises convert better than vague ones because the viewer can predict the payoff and decide it is worth 30 seconds.
Shows the work, not just the result
Watching the middle of the process is what makes the ending credible. It also gives the video natural mid-roll structure, which holds attention past the ten-second drop-off.
Typical beat timing across the 5 videos in this cluster.
- Hook0:00–0:03
The promise is made before anything is explained.
- Problem0:03–0:14
- Demonstration0:14–0:25
- Result0:25–0:44
- Cta0:44–0:52
What every video in the cluster has in common.
- Structure: hook → problem → demonstration → result → cta
- Median duration: 52s
Videos and distinct creators using the format, by day.
Every signal, its weight, and the points it contributed.
Points contributed by each signal. Hover a row for the raw value and weight.
Weighted toward growth and low competition, discounted by production effort.
- Adoption growth (7d)
- -100%
- Velocity change (24h)
- 0%
- Median views/hour
- 9,204
- Creator-normalised lift
- 1.00×
- Distinct creators
- 1
- Videos in cluster
- 5
- Engagement vs baseline
- 2.9% vs 1.9%
- Saturation
- 27/100
- Median age
- 9d
Ordered by how prototypical they are for the cluster.
What the AI extracted from @calebhammer.
- Hook
- “Financial Audit Guest Is Addicted to ROBLOX”
- Opening 3–5s
- Not analysed — metadata-only ingestion.
- Content format
- talking head + screen recording tutorial
- Structure
- hook → problem → demonstration → result → cta
- Speaking style
- unknown
- Visual style
- unknown
- Editing
- —
- Captions
- platform default
- Emotional tone
- unknown
- Audio
- original audio
- Target audience
- finance
- Call to action
- —