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Content engine
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Auto-revision from reviewer notes

Using reviewer feedback to regenerate drafts in one click.

Last updated April 30, 2026

How it works

When a reviewer requests revisions, they leave notes inline or at the bottom of the draft. Click Auto-revise and the content engine:

  1. Reads the original brief and the current draft.
  2. Treats every reviewer note as a constraint or correction.
  3. Regenerates the draft, preserving anything not flagged.
  4. Re-runs compliance.
  5. Files the new version as Draft, ready for re-review.

When auto-revision works well

  • Tone adjustments ("make this less corporate").
  • Adding or removing sections ("cut the CTA," "add a comparison table").
  • Reframing arguments ("lead with the cost angle, not the time angle").
  • Fact corrections ("we don't support Shopify yet — remove that").

When to edit manually instead

  • Small typo or wording fix — faster to type than to wait for a regen.
  • Sensitive legal/medical content where the human edit needs to be exact.

Version history

Every auto-revision creates a new version. You can diff any two versions side by side from the Versions tab on the draft.

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