Content engine
1 min readAuto-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:
- Reads the original brief and the current draft.
- Treats every reviewer note as a constraint or correction.
- Regenerates the draft, preserving anything not flagged.
- Re-runs compliance.
- 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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