Recommended workflow
- 1. Paste the relevant Claude draft, not private information.
- 2. Run the tool and compare the result with the original.
- 3. Verify facts, names, citations, and specialist terminology.
- 4. Make the final editorial decision yourself.
A natural revision of Claude text while preserving the original meaning.
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Model-specific workflow
This page is for people starting with text drafted in Claude. The underlying editing and analysis method is model-agnostic: results depend more on the passage, context, and requested outcome than on the name of the model that produced it.
GPT Cleanup is independent of Claude. Automated writing and detection tools can make mistakes, so do not treat a result as proof of authorship, originality, accuracy, or policy compliance.
Working with text from another model? Use the model-neutral academic humanizer.