The AI Truth Layer

Verify what's real. See the proof.

Paste any claim, headline, statistic, quote, or AI answer. ValidityEngine checks it against the evidence and gives you a verdict you can actually trust — cited sources, a confidence score, and the reasoning. Never a black box.

Press ⌘/Ctrl + Enter to verify
Updated daily

Today's Top 10 claims people are arguing about.

The most widely-circulating, checkable claims of the day. Tap any one to run it through the engine and see what holds up.

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How it works

Paste a claim. Get a verdict with receipts.

Submit anything

A headline, a post, a paragraph from a chatbot, a statistic, a quote. If it makes a claim, ValidityEngine can check it.

The engine cross-examines the evidence

It hunts down primary sources, weighs credibility, finds what agrees and what contradicts, and traces every statistic back to its origin.

You get a verdict — and the proof

True, false, misleading, or unverifiable — with a confidence score, the cited evidence, and a plain-English explanation.

Why it's different

A verdict you can defend, not just a vibe.

EVIDENCE-FIRST

Every verdict is cited

No "trust me." Each conclusion links to the primary sources behind it.

CALIBRATED

Confidence, not certainty theater

A real score tells you how strong the evidence is — and flags when something simply can't be verified.

TRANSPARENT

No black box

See the sources and the reasoning. The engine shows its work so you can check the checker.