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
8/10Untitled video
Unknown channel
1 claims2 h ago
8/10Untitled video
Unknown channel
1 claims3 h ago
8/10Solar System 101 | National Geographic
National Geographic
2 claims3 h ago
1/10Untitled video
Unknown channel
1 claims3 h ago
8/10How the Top 1% Use Claude Code Differently
Simon Scrapes
2 claims3 h ago
8/10How Italy Became the Most Divided Country in Europe
RealLifeLore
2 claims4 h ago
8/10日本10大隱藏高鹽食品,有些吃起來一點也不鹹,甚至被當成清淡料理,為什麼鹽分反而容易被忽略?
佐伊talk
2 claims5 h ago
5/10Forget the $7,000 RTX 5090: Real AI and Text Analysis on a $19 GPU
Deep Tech with Amir Husain
3 claims5 h ago
8/10Anthropic's Engineers Stopped Building AI Agents. Here's What They Build Instead.
Sharbel A.
3 claims6 h ago
8/10NVIDIA Explained Like You're 5
Crayon Capital
4 claims6 h ago
9/10Alexander’s Speech That Crushed a Mutiny
Epic History
2 claims6 h ago
9/10Statics: Lesson 4 - Cartesian Notation & Vector Addition Explained!
Jeff Hanson
1 claims6 h ago
Freshly judged
8/10Untitled video
Unknown channel
1 claims checked2 h ago
8/10Untitled video
Unknown channel
1 claims checked3 h ago
8/10Solar System 101 | National Geographic
National Geographic
2 claims checked3 h ago
1/10Untitled video
Unknown channel
1 claims checked3 h ago
8/10How the Top 1% Use Claude Code Differently
Simon Scrapes
2 claims checked3 h ago
8/10How Italy Became the Most Divided Country in Europe
RealLifeLore
2 claims checked4 h ago
8/10日本10大隱藏高鹽食品,有些吃起來一點也不鹹,甚至被當成清淡料理,為什麼鹽分反而容易被忽略?
佐伊talk
2 claims checked5 h ago
5/10Forget the $7,000 RTX 5090: Real AI and Text Analysis on a $19 GPU
Deep Tech with Amir Husain
3 claims checked5 h ago
8/10Anthropic's Engineers Stopped Building AI Agents. Here's What They Build Instead.
Sharbel A.
3 claims checked6 h ago
8/10NVIDIA Explained Like You're 5
Crayon Capital
4 claims checked6 h ago
9/10Alexander’s Speech That Crushed a Mutiny
Epic History
2 claims checked6 h ago
9/10Statics: Lesson 4 - Cartesian Notation & Vector Addition Explained!
Jeff Hanson
1 claims checked6 h ago
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