Kelon Waithera

🔍 I built a tool that exposes scammy “make money online” YouTube videos — would love your feedback

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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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