Search news, then filter for truthiness signals

Built to reduce noise: cluster the same story across outlets, score corroboration (Liquidity) and source evidence (Quality), then surface only what’s most verifiable when you want it.

Results are clustered into story groups and scored for Liquidity (independent corroboration and propagation) and Quality (source trust and evidence density). Strict Mode hides low-confidence clusters.

Window

Language

Strict Mode

Min confidence: 30

How scoring works

\- Liquidity: independent outlets + diversity + recency cohesion.
\- Quality: trusted domains + evidence density + low clickbait signals.
\- Confidence: gated score that penalises contradictions and rewards primary evidence anchors.

Note: No system can guarantee perfect truth in real time. This tool is designed to make verification practical and explainable.