Minimo Digital
Minimo Digital

🔍 AI Hallucination Risk Detector

Paste your source material and AI-generated output side-by-side. Spot claims that aren't backed by your sources before you publish.

Step 1: Paste Source Material

The "ground truth" — original documents, research, articles the AI was supposed to use.

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Step 2: Paste AI Output

The text you want to fact-check (from ChatGPT, Claude, Gemini, etc.).

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💡 How It Works

  • Lexical Overlap: Each AI sentence is compared against your source material for word/phrase overlap
  • Risk Patterns: Detects classic hallucination signals (specific numbers, citations, named studies)
  • Privacy: 100% client-side — your source material never leaves your browser
  • Limitations: This is a screening tool, not a substitute for human review of high-stakes content

Frequently Asked Questions

How does the hallucination detector work?

Paste your source material and the AI-generated text. The tool compares claims in the AI output against the source, flagging statements that are unsupported, contradicted, or fabricated — potential hallucinations.

What types of hallucinations does the tool detect?

It detects: facts not present in the source material, statistics or numbers that differ from the source, fabricated quotes or citations, invented names or dates, and claims that contradict the provided source text.

Can the hallucination detector be used on ChatGPT summaries?

Yes. Paste the original document as your source and the ChatGPT summary as the AI output. The tool compares them and highlights unsupported claims in the summary.

Is my content private when using the hallucination detector?

Yes. The comparison runs entirely in your browser. Neither the source material nor the AI output is sent to any server or stored anywhere.