Claim classification, evidence hierarchy, timeline context, Evidence Alignment™, Vefy Trust Index™, corrections, appeals, human review, revision history, and response rights stay visible on every Vefy Report. Evidence Alignment™ compares public interpretation against the underlying primary evidence when Vefy can retrieve it, then shows where a story stays aligned, where context goes missing, and where interpretation extends beyond the source. Vefy Trust Index™ measures how much weight the report's public evidence deserves right now, not whether an underlying claim is objectively true or false. Each factor is scored on a 0 to 100 scale, multiplied by a visible weight, averaged into a base score, then adjusted only when thin sourcing or unresolved gaps require caution. For public-company reports, Vefy can also activate a specialized evidence workflow that prioritizes SEC and OTC disclosures, court records, official company materials, and regulator sources ahead of commentary. For governance, protected-entity review, and conflict policies, see the Trust Center.
Methodology explains how Vefy evaluates public narratives after publication. The Vefy Reporting Standard™ explains how publishers, journalists, creators, researchers, and students can make consequential claims easier to inspect before publication.
Trust Index™ 2.0 measures evidentiary weight, not objective truth. The model stays legible so users can understand what raised the score, what held it back, and what evidence is still missing.