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AI Rewriters: Whole-Draft Replacement or Focused Revision?

General rewriters are useful for tone, clarity and brevity, but replacing a whole document can remove the writer’s evidence and voice. For a detection-related task, the better starting point is to understand whether any passages actually need attention.

ApproachUseful whenMain risk
Whole-draft rewriteThe writer intentionally wants a new tone or structureMeaning and voice drift across the full text
Focused candidateA complete check locates a specific passageStill requires careful human review
Manual revisionThe draft is already the writer’s own workTakes more time but preserves authorship evidence

Check → understand → improve → re-check

OmniDetect keeps detection as the primary service. Rewriting is a compact sub-feature for eligible flagged passages, uses the same Word Token balance and never promises a guaranteed classification.

Start with the evidence-guided flow