For people who must justify a credibility judgment.
Not to satisfy personal curiosity — to defend a call to a colleague, an editor, an auditor, or a regulator.
Fact-checking organizations
Consistent, defensible, documentable verdicts — with the evidence trail that makes a rating reproducible and citable.
Trust & Safety teams
Assess and document content-risk decisions at scale, with an audit trail that holds up under internal and external review.
Trusted flaggers & NGOs
Auditable evidence to justify the content you escalate — so every flag is backed by a traceable, reproducible rationale.
Journalists & newsrooms
Verify claims with a citable evidence trail — publish with a defensible basis, not just an editor’s instinct.
Compliance & risk teams
Credibility evidence for regulated contexts — decision-support that feeds transparency and governance obligations.
Researchers & OSINT analysts
Map source reliability across the open web — surface contradictions and coordinated narratives with a defensible basis.