🔍 I built a tool that exposes scammy “make money online” YouTube videos — would love your feedback
Hey Product Hunt! 👋
I’ve always been annoyed by those “I made $500/day” YouTube videos…
Some are helpful, but a HUGE number are overhyped, manipulative, or hiding affiliate funnels.
So I built TruthScore — a free tool that analyzes any YouTube video and shows the hidden metrics YouTube doesn’t show you:
✨ Scam-style keywords
✨ Hidden affiliate funnels & monetization patterns
✨ Authentic vs suspicious engagement
✨ Dislike ratio
✨ Comment sentiment
✨ Creator trust score
✨ Sponsored content signals
The goal:
Help people avoid fake gurus and misleading videos.
I’m not trying to bash creators — just bring transparency to a niche that’s full of misinformation and unrealistic promises.
If you’re curious, try analyzing any video and tell me:
👉 Did the score match your expectations?
👉 What feature should I build next?
👉 What type of videos should TruthScore analyze better?
Would love any feedback, criticism, or ideas from this community.
I’m actively building and improving it. 🚀
Thanks! 🙏

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