Accountability
We review the reviewers
Most gear recommendations come from people who were sent the gear. That is not automatically disqualifying — but you should be told, and almost nobody tells you. So every reviewer we cite gets graded against one published rubric, and the grade travels with the review.
How the score is built
Six signals, each measured from public metadata, each weighted by a fixed constant. No human judgement is applied to individual channels — the same inputs always produce the same grade.
- Disclosure 25%
- States plainly when a unit was gifted, paid for, or sponsored.
- Methodology 25%
- Measures and tests rather than unboxing and describing.
- Independence 20%
- Share of output that carries no commercial relationship.
- Longevity 10%
- Revisits gear months later instead of reviewing once at launch.
- Consistency 10%
- Publishes on a predictable cadence within a coherent subject.
- Engagement 10%
- Audience discussion is proportionate and substantive for the reach.
What this does not measure: whether the reviewer is right. A rigorous reviewer can still reach a conclusion we disagree with. The grade measures process and disclosure, not taste.
Graded reviewers
0 2 7 32 23
- Stu’s Reviews
- Ty Tries Tech
- AhnestlyDescribes rather than measures
- Switch and ClickDescribes rather than measures
- Worth The PenniesDescribes rather than measures
- NTV ReviewDescribes rather than measures
- The Review RewindReviews at launch, rarely revisits
- Jim O Brien Tech techbuzzirelandDescribes rather than measuresOnly 2 videos analysed — score is provisional
- FishBee ProductionsHigh share of commercially influenced output
- JeniaDescribes rather than measuresReviews at launch, rarely revisits
- Crandall Office FurnitureDescribes rather than measures
- Frederic BaucomDescribes rather than measures
- Billa ZelmaDescribes rather than measures
- BTODtvDescribes rather than measures
- CarloInProgressDescribes rather than measuresReviews at launch, rarely revisitsOnly 2 videos analysed — score is provisional
- Ethel NorrisDescribes rather than measures
- ManShed
- William NeviusHigh share of commercially influenced output
- Neoteric AbodeDescribes rather than measuresReviews at launch, rarely revisitsChannel less than a year old
- Reviews UnscriptedDescribes rather than measures
- Artifact LivingDescribes rather than measuresReviews at launch, rarely revisitsChannel less than a year old
- moreBTODtvDescribes rather than measuresReviews at launch, rarely revisits
- Ama Calculator ReviewDescribes rather than measures
- Gaming DebuggedDescribes rather than measures
- Indefinite Reviews High share of commercially influenced output
- KristyDescribes rather than measuresReviews at launch, rarely revisits
- Gadgets CornerDescribes rather than measures
- Meghan DelgadoDescribes rather than measures
- Tech Rev HiveDescribes rather than measuresReviews at launch, rarely revisits
- Steve “The Ergonomics Guy” MeagherDescribes rather than measures
- KeeferVisionDescribes rather than measures
- JEZ Do itDescribes rather than measuresReviews at launch, rarely revisits
- Breanna SmithDescribes rather than measuresOnly 2 videos analysed — score is provisional
- Luna TechDescribes rather than measuresReviews at launch, rarely revisitsChannel less than a year old
- Leticia FreemanDescribes rather than measures
- Modern Manual TherapyDescribes rather than measures
- Dan Hoang - Sleek SetupsReviews at launch, rarely revisits
- The Climax InternationalHigh share of commercially influenced outputDescribes rather than measures
- Beard'sDescribes rather than measuresReviews at launch, rarely revisits
- Diamond ChanelRarely discloses gifted or sponsored unitsDescribes rather than measures
- OUR DREAMSDescribes rather than measures
- Robert VeachDescribes rather than measuresOnly 0 videos analysed — score is provisional
- Wade CuevasDescribes rather than measuresOnly 0 videos analysed — score is provisional
- GottaBeMobileDescribes rather than measuresOnly 0 videos analysed — score is provisional
- What We Recommend?Describes rather than measuresOnly 0 videos analysed — score is provisional
- Best Tech ReviewHigh share of commercially influenced outputDescribes rather than measuresReviews at launch, rarely revisits
- How ReviewDescribes rather than measuresReviews at launch, rarely revisitsOnly 0 videos analysed — score is provisional
- Consumer Tech Review (High-Speed)High share of commercially influenced outputDescribes rather than measures
- Gadgets TubesHigh share of commercially influenced outputDescribes rather than measuresReviews at launch, rarely revisits
- Kristen ReviewsHigh share of commercially influenced outputDescribes rather than measuresReviews at launch, rarely revisits
- Rishikesh PatilRarely discloses gifted or sponsored unitsDescribes rather than measures
- Film SandwichRarely discloses gifted or sponsored unitsDescribes rather than measuresReviews at launch, rarely revisits
- Daddy GeekRarely discloses gifted or sponsored unitsDescribes rather than measures
- Kendal AutoRarely discloses gifted or sponsored unitsDescribes rather than measures
- The Bob & Brad CrewRarely discloses gifted or sponsored unitsHigh share of commercially influenced outputDescribes rather than measures
- bestreviewsRarely discloses gifted or sponsored unitsHigh share of commercially influenced outputDescribes rather than measures
- OT FocusRarely discloses gifted or sponsored unitsHigh share of commercially influenced outputDescribes rather than measures
- SmartCart ReviewsRarely discloses gifted or sponsored unitsHigh share of commercially influenced outputDescribes rather than measuresReviews at launch, rarely revisits
- Office Equipment ReviewsRarely discloses gifted or sponsored unitsHigh share of commercially influenced outputDescribes rather than measures
- Dobrik Reviews ItRarely discloses gifted or sponsored unitsHigh share of commercially influenced outputDescribes rather than measuresReviews at launch, rarely revisits
- Bryon ReviewsRarely discloses gifted or sponsored unitsHigh share of commercially influenced outputDescribes rather than measures
- MFML ReviewsRarely discloses gifted or sponsored unitsHigh share of commercially influenced outputDescribes rather than measures
- Lobban ReviewRarely discloses gifted or sponsored unitsHigh share of commercially influenced outputDescribes rather than measures
- Deal With MeRarely discloses gifted or sponsored unitsHigh share of commercially influenced outputDescribes rather than measuresReviews at launch, rarely revisits