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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

01

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.

02

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.

03

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

3 free analyses/day as a guest · Sign in for 2500/day + history.

ReviewYouTube · every report is cached and shared — the next visitor gets it instantly