Is the reasoning sound?
Arbitir™ analyzes any content — article, AI output, research paper, legal brief — and scores the argument structure. Not the facts. The reasoning.
Paste. Upload. Or drop a URL.
Three ways to submit content. The analysis runs the same way regardless of how it arrives.
40+ cognitive dimensions.
Every submission is scored across the full reasoning architecture — not spell-checked, not fact-checked. Reason-checked.
FTC deception standard applied first.
Every analysis runs the FTC three-part deception check before any other scoring. Always first. Always visible.
Sample outputs
What an analysis looks like
Free AI Output
Jumped To
Overconfidence in generated conclusions relative to the evidence the model was given.
Free News Article
Confirmation Bias
Evidence selected to support the headline thesis; counterevidence structurally absent.
Paid Full Analysis
Untested Assumption
Central premise treats an unverified third-party estimate as established fact.
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Arbitir™ uses 40+ cognitive dimensions and the FTC three-part deception standard to score reasoning quality. It does not check facts. It checks how arguments are built.