Signal-to-Noise Analyzer
Don't waste an hour.
Get the verdict in one.
Paste any YouTube review, course, or claim-heavy video. We read the transcript, cross-examine the claims, and hand you a fact-checked verdict — before you spend a minute watching.
Power move: replace youtube.com with your-site.com in any YouTube URL — you'll land straight on the report.
How it works
Paste the link
We normalize any YouTube URL form — watch links, youtu.be, shorts, embeds, live replays — down to the one video ID that matters.
We cross-examine the transcript
Claims are graded FALSE → MISSING CONTEXT by an adversarial analyst that reads the whole transcript before it says a word.
You get the verdict
A 1–10 score, the fact-checks that earned it, and a straight watch-or-skip call — in about a minute, not an hour.
Freshly judged
1/10Xiaomi 18 Pro Max Just DESTROYED Every Flagship! 🤯
Techno Ruhez
2 claims4 views16 h ago
8/10Physicist Brian Cox explains quantum physics in 22 minutes
Big Think
1 claim5 views23 h ago
9/10Wirtz pumps are really clever
Steve Mould
2 claims4 views23 h ago
6/10He spoke up about how technology affects learning.. 👁️😳
Conciousmb
2 claims7 views2 d ago
9/10OpenAI Dots Failed Live on Stage
SAMTIME
1 claim7 views2 d ago
8/10What is MCP ? | Completely Explained in 20 Minutes
Apna College
2 claims6 views2 d ago
9/10MCP vs API: What’s the Difference? | How MCP Works with APIs
The Data Girl
1 claim9 views2 d ago
5/10The ENTIRE History of Egypt | Ancient Civilizations Documentary
Beginning To Now
1 claim4 views2 d ago
8/10The Entire History of the Akkadians // Ancient Mesopotamia Documentary
History Time
1 claim5 views2 d ago
9/10Facebook is FULL of It 🤬
ElectroBOOM
3 claims5 views2 d ago
8/10Did Google just dethrone OpenAI and Anthropic?
Fireship
2 claims7 views3 d ago
9/10OHBM 2024 | Educational Course | Null models in network neuroscience | Part 6
Organization for Human Brain Mapping
2 claims4 views3 d ago
Freshly judged
1/10Xiaomi 18 Pro Max Just DESTROYED Every Flagship! 🤯
Techno Ruhez
2 claims4 views16 h ago
8/10Physicist Brian Cox explains quantum physics in 22 minutes
Big Think
1 claim5 views23 h ago
9/10Wirtz pumps are really clever
Steve Mould
2 claims4 views23 h ago
6/10He spoke up about how technology affects learning.. 👁️😳
Conciousmb
2 claims7 views2 d ago
9/10OpenAI Dots Failed Live on Stage
SAMTIME
1 claim7 views2 d ago
8/10What is MCP ? | Completely Explained in 20 Minutes
Apna College
2 claims6 views2 d ago
9/10MCP vs API: What’s the Difference? | How MCP Works with APIs
The Data Girl
1 claim9 views2 d ago
5/10The ENTIRE History of Egypt | Ancient Civilizations Documentary
Beginning To Now
1 claim4 views2 d ago
8/10The Entire History of the Akkadians // Ancient Mesopotamia Documentary
History Time
1 claim5 views2 d ago
9/10Facebook is FULL of It 🤬
ElectroBOOM
3 claims5 views2 d ago
8/10Did Google just dethrone OpenAI and Anthropic?
Fireship
2 claims7 views3 d ago
9/10OHBM 2024 | Educational Course | Null models in network neuroscience | Part 6
Organization for Human Brain Mapping
2 claims4 views3 d ago
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