TruthScore — YouTube Scam Detector

About

TruthScore analyzes any YouTube video and gives it a credibility score from 0–100 in seconds — so you know whether to trust it before you follow its advice or spend any money.

What TruthScore checks:

Hidden dislike ratio (YouTube removed public dislikes in 2021 — we bring them back)
Engagement anomalies that signal bought views or bot traffic
Manipulative language and fake urgency in titles and descriptions
Comment sentiment — are real viewers warning others?
Channel trust score based on age, size, and consistency
Affiliate funnel detection and high-pressure sales tactics

Who it's for:
Anyone who watches YouTube videos about making money online, investing, crypto, health supplements, weight loss, or any topic where scam content is common.

How it works:

Open any YouTube video
Click the TruthScore icon in your toolbar
Get your credibility score and full breakdown in seconds

Completely free. No account required. No data sold. Built by someone who got scammed by a YouTube course and decided to do something about it.

→ Also available at truthscore.online