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Defacta

Verify claims, catch hallucinations, and expose manipulation in content

Defacta filters hallucinations and verifies text against credible sources. It checks claims against citations, scores source credibility, and flags bias, manipulation, and deception, returning a timestamped, auditable record with confidence scores. Use it to vet AI outputs, articles, and filings before they reach clients. Results arrive as structured JSON you can store or attach to deliverables, accessible via REST API, MCP inside assistants, pipeline connectors, and a browser extension. A basic version is free.

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