Score breakdown
Each signal is scored 0–100 and multiplied by its published weight. The contributions sum to 54.
Disclosure
100 × 25% = 25
States plainly when a unit was gifted, paid for, or sponsored.
Methodology
1 × 25% = 0.3
Measures and tests rather than unboxing and describing.
Independence
96 × 20% = 19.2
Share of output that carries no commercial relationship.
Longevity
32 × 10% = 3.2
Revisits gear months later instead of reviewing once at launch.
Consistency
0 × 10% = 0
Publishes on a predictable cadence within a coherent subject.
Engagement
67 × 10% = 6.7
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.
$17 Grow Light for Houseplants from Walmart
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.