Credibility analysis on public posts with the reasoning shown — never a black-box score. The core is open source, free for the communities that need it most.
Disinformation moves faster than fact-checking, and opaque “trust scores” make things worse — a number nobody can interrogate is just another authority to distrust. Truth Shield takes the opposite bet: show the reasoning, every time.
Truth Shield analyzes public posts for credibility signals and produces an assessment with its reasoning displayed — what it weighed, what it found, why it concluded what it concluded. A reader can disagree with the analysis, because they can actually see it. That is the point.
The core is open source and free — a deliberate decision that verification tooling for vulnerable communities should not sit behind a paywall. The commercial suite builds on it; the foundation belongs to everyone.
Every claim on this page will map to a dated behavioral proof before it publishes as verified. Entries below are being re-run and captured.