Score breakdown
Each signal is scored 0–100 and multiplied by its published weight. The contributions sum to 47.
Disclosure
8 × 25% = 2
States plainly when a unit was gifted, paid for, or sponsored.
Methodology
90 × 25% = 22.5
Measures and tests rather than unboxing and describing.
Independence
48 × 20% = 9.6
Share of output that carries no commercial relationship.
Longevity
50 × 10% = 5
Revisits gear months later instead of reviewing once at launch.
Consistency
22 × 10% = 2.2
Publishes on a predictable cadence within a coherent subject.
Engagement
61 × 10% = 6.1
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.
Standing All Day? This best Anti-Fatigue Mat Changed Everything (Topo Mini review)
- Methodology
testing- Independence
amazon.com/dp
Products linked
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.