TrustLens AI: Don't trust AI. Verify it.

Paste any AI-generated response and TrustLens AI will check it against evidence. GeAI models hallucinate every day — and most people have no way to know when it's happening. TrustLens fixes that. Paste any AI-generated answer from ChatGPT, Claude, Gemini, Grok, or Copilot and get a full trust report in seconds: - Trust Score (0–100) - Hallucination Risk rating - Every claim checked against real web sources - Clickable evidence links - Plain-English recommendation

Hey Product Hunt! 👋 I built TrustLens because I kept getting burned by AI answers that sounded completely confident — but were wrong. The problem isn't that AI makes mistakes. It's that it makes mistakes with the exact same tone it uses when it's right. There's no signal. You can't tell the difference until it's too late. TrustLens adds that signal. Paste any AI answer → it breaks it into individual claims → searches for real evidence → gives you a verdict on each one with sources you can click yourself. We don't ask you to trust us either. Every result shows exactly where we looked so you can judge for yourself. Free to use, no login required. Would love your honest feedback — what would make this more useful for you?

How does it handle claims that are technically true but misleadingly framed, like cherry-picked stats or out-of-context quotes? Curious if the trust score accounts for that or just factual accuracy.

Does the trust score factor in how recent the source articles are, or could it lean on outdated pages that still technically support the claim?

How does it handle claims that are technically true but misleadingly framed, like cherry-picked stats or out-of-context quotes? Curious if the trust score accounts for that or just factual accuracy.

Does the trust score factor in how recent the source articles are, or could it lean on outdated pages that still technically support the claim?