See the Risk Before You Act

Paste an output and get a quick detection signal. It’s built to help you verify the most important claims first.

Your “sanity check” for generated output

Outputs from large language models can be fluent and still include details that are difficult to verify. This detector helps you identify when you should slow down and check.

Use it as a first safety layer for research notes, drafts, and decision support.

Detect
Unreliable signals
Verify
Key claims first
Improve
Answer accuracy

Detection features

Hallucination detection

Flag outputs that may contain unsupported or misleading claims.

Confidence & risk

Balance confidence level with risk assessment to choose verification depth.

Safer workflow

Helpful before you use outputs in research, reporting, or internal decisions.

LLM Hallucination Detector

FAQ

What should I do if the risk looks high?

Verify the most important claims with trusted references before you rely on the output.

Is this only for researchers?

No. Anyone who needs accurate information—writers, analysts, support teams—can use it.

Does the detector guarantee correctness?

No. It provides a risk signal so you can review smarter.

Can I use it for short answers?

Yes. Short answers can still contain risky details, so a quick check is useful.

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