Score breakdown
Each signal is scored 0–100 and multiplied by its published weight. The contributions sum to 47.
Disclosure
50 × 25% = 12.5
States plainly when a unit was gifted, paid for, or sponsored.
Methodology
47 × 25% = 11.8
Measures and tests rather than unboxing and describing.
Independence
36 × 20% = 7.2
Share of output that carries no commercial relationship.
Longevity
80 × 10% = 8
Revisits gear months later instead of reviewing once at launch.
Consistency
40 × 10% = 4
Publishes on a predictable cadence within a coherent subject.
Engagement
34 × 10% = 3.4
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.
Why You Need a Monitor Screen Light for your Desk Setup
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.