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Audit and Proofread: reviewing your document

Two AI review tools — Audit checks your argument and citations, Proofread catches language errors.

F

Folio Team

April 7, 2026 2 min read

On this page

  • Document Audit
  • How to run an Audit
  • Proofreading
  • How to run Proofread
  • Plan limits

Document Audit

Audit reviews your entire document at the argument level. It looks at structure, citation coverage, logical consistency, and whether your evidence supports your claims. The output is a structured report with specific suggestions — not vague advice, but concrete things to fix or reconsider.

Use it after you've finished a full draft and before you submit. It's not useful on a half-written document.

How to run an Audit

  1. Open the Audit panel from the AI assistant.
  2. Click Run Audit.
  3. Review the report section by section. Each finding includes what was flagged, why, and a suggestion.
  4. Address the issues that matter — or dismiss the ones that don't. Not every suggestion is mandatory.

Proofreading

Proofread is a line-by-line language review. It catches grammar mistakes, spelling errors, unclear phrasing, and style issues. It's different from Audit — Proofread works at the sentence level, Audit works at the document level.

How to run Proofread

  1. Select a passage of text, or run Proofread on the full document.
  2. Review suggestions inline — each one highlights the original text and shows the proposed change.
  3. Accept or dismiss each suggestion individually.

Plan limits

Audit — Fellow plan: 1 per day. Chair plan: 2 per day.

Proofread — Fellow plan: 10 per day. Chair plan: unlimited.

Neither feature is available on the free Scholar plan.

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