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Defacta
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Introduction
Defacta is a verification layer that checks any text or AI output for factual accuracy, source credibility, bias, and manipulation.
Listed on
September 22, 2026
What is Defacta?
Defacta is an independent verification layer that sits between any text—AI-generated or human-written—and its use in a decision. It runs content through a structured multi-stage pipeline covering factual verification, source credibility, bias and manipulation detection, and misinformation registry cross-checks. It returns a traceable, timestamped structured report with findings, sources, and recommended actions, without editing the document or replacing human judgment.
How to use Defacta?
- Paste text or a link into the Defacta console and click Verify. Defacta extracts the claims, checks them against credible sources, and returns a structured report in the same shape as the full console. Individuals can try it free with 5 checks per day; professionals and organizations can use it for structured credibility assessments, with API and MCP agent integration coming soon.
Core features of Defacta
- Factual verification of claims against credible sources and authoritative databases
- Detection of AI hallucinations and fabricated citations
- Source credibility assessment for reliability, track record, and relevance
- Bias and manipulation detection, including framing and persuasion tactics
- Misinformation registry cross-check against fact-checking databases
- Structured, timestamped, traceable reports with findings and sources
- Multi-model cross-checking at every layer
- Compliance documentation mapped to EU AI Act articles
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