Score breakdown
Each signal is scored 0–100 and multiplied by its published weight. The contributions sum to 46.
Disclosure
75 × 25% = 18.8
States plainly when a unit was gifted, paid for, or sponsored.
Methodology
0 × 25% = 0
Measures and tests rather than unboxing and describing.
Independence
100 × 20% = 20
Share of output that carries no commercial relationship.
Longevity
7 × 10% = 0.7
Revisits gear months later instead of reviewing once at launch.
Consistency
6 × 10% = 0.6
Publishes on a predictable cadence within a coherent subject.
Engagement
63 × 10% = 6.3
Audience discussion is proportionate and substantive for the reach.
The videos this score came from
Every phrase quoted below was found in that video's own title or description. Nothing here is inferred.
I Spent $1200 to 3D Print Ducks…
Scores are computed from public YouTube metadata by an open rubric and refreshed when our enrichment job runs. They measure disclosure and process, not whether a conclusion is correct. If you own this channel and believe a signal is mismeasured, tell us — the inputs are auditable and we will correct them.