AI Output Reviewer

Paste text from ChatGPT, Claude, or any assistant. Get heuristic flags, topic-risk cues, and a checklist so you know what to double-check before you rely on it.

Important

This tool does not verify facts, sources, or truth.

How it works

  1. Paste AI outputDrop in text a model produced (up to 20,000 characters).
  2. Set context (optional)Tell us how you'll use it so we can emphasize the right warnings.
  3. Analyze & verify offlineReview flags and the checklist, then confirm with sources or professionals.

Analyze pasted text

What we scan for

  • Numbers, %, money
  • Dates & time-sensitive claims
  • “Always / never / guaranteed” tone
  • “Studies show” / authority shorthand
  • Journals, agencies, or named studies
  • Medical or health-adjacent words
  • Legal or compliance language
  • Financial or investing language
0 / 20,000characters

Affects which patterns we prioritize in your checklist and topic callouts, not the raw scan list above.

Learn more on MintedBrain

For broader context on trusting AI output, see our FAQ and Help & How-To. These tools complement our Academy and trust principles. We never replace professional advice.

What this tool does

Large language models can sound confident even when a claim needs verification. This utility scans pasted output for patterns that often deserve a second look: numeric claims, time-sensitive statements, certainty language, and high-stakes domains (for example health, legal, or money-related wording). It is a teaching aid for verification habits, not a fact checker or antivirus for text.

What you get

  • Risk flags: rule-based highlights with short explanations so you know what triggered each cue.
  • Topic risks: signals when the text touches sensitive areas where mistakes cost more.
  • Summary: a short diagnostic you can read before the detailed list.
  • Checklist: offline next steps such as confirming dates or checking primary sources.
  • Optional context: tell us whether the use is general, personal, work, or adjacent to health, legal, or financial topics so the emphasis matches your situation.

What this tool does not do

  • It does not verify truth, retrieve live web results, or rate source quality.
  • It is not a plagiarism detector or malware scanner.
  • It does not replace professionals for medical, legal, or financial decisions.

Common questions

What does AI Output Reviewer look for?

It applies pattern checks for things like numbers, dates, absolutist language, authority shorthand, and topic buckets such as health, legal, or financial wording. It surfaces cues to verify, not a verdict on truth.

Does it verify facts, citations, or sources?

No. It does not browse the web, grade source quality, or score how true a claim is. You still need primary sources and your own judgment.

What is the use context dropdown for?

It adjusts which warnings and checklist lines are emphasized, for example personal use versus work or health-adjacent topics.

Do I need an account?

No sign-in is required for the MVP. Nothing you paste is stored as a personal history of runs on this utility.

Why might only part of my text be analyzed?

Very long pastes may be truncated to a maximum length. The results area notes when that happens.

Related links

Read Help: Utilities, tighten drafts first with Prompt Validator, and browse tutorials on trust and prompting.