Fact-preserving editorial assistance
Content Improver
Remove repetition, vague filler, and awkward transitions while preserving the source's meaning and evidence.
AI output can still introduce errors. Compare the result with the source before publishing.
How to use the content improver
- STEP 1Paste the source text.
- STEP 2Generate a constrained rewrite.
- STEP 3Compare every claim with the source and edit the result.
About this tool
Polish working copy for clearer reading without asking the model to fabricate proof, examples, personal experience, or conclusions.
Improvement is editorial, not factual validation. Check product claims, promises, figures, dates, links, and compliance language manually.
Do not rely on AI rewriting for legal, medical, financial, academic, or publication-critical accuracy without qualified review.
Frequently asked questions
Will the tool preserve facts?
It is instructed to preserve facts, names, numbers, quotations, citations, and uncertainty, but AI can still make mistakes. Compare every result with the source.
Can I edit the result?
Yes. The output remains editable and can be copied or downloaded as a text file.
What is the usage limit?
Inputs are limited to 15,000 characters, and the endpoint permits up to ten requests per IP address per hour.