QA Checklist for AI Content

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Use this pre-publish checklist to prevent factual errors, off-brand tone, accessibility gaps and SEO issues in AI-assisted content.

How to Use

Complete every item. If any “Fail”, send back for revision. Keep a screenshot or PDF of the completed checklist for audit trails.

1) Accuracy & Citations

  • All facts, figures, and dates traced to credible sources in the Source Log.
  • Claims match the cited source (no extrapolated stats).
  • Quotes are accurate and attributed; external brand names are spelled correctly.
  • Local context is correct for South Africa (currency, laws, terminology).

2) Originality & Risk

  • Passed originality scan; phrasing is genuinely ours.
  • Sensitive topics reviewed for bias and safety.
  • No private or regulated data included.

3) Brand Voice & Readability

  • Tone matches brand (plain-English, helpful, confident).
  • Jargon replaced or defined; examples included.
  • Sentences concise; paragraphs 2–4 lines; lists for scannability.

4) SEO & Structure

  • One clear H1 (from post title), logical H2/H3s.
  • Title tag and meta description written to intent and keywords.
  • Internal links to relevant pages; external links to authoritative sources (open in same tab).
  • Descriptive file names, WebP images, alt text that describes function not keywords.
  • Appropriate schema (BlogPosting, FAQ, HowTo) added and validated.

5) Accessibility & UX

  • Heading order is sequential; no skipped levels.
  • Colour contrast passes; link text is descriptive.
  • Tables are responsive; captions used where needed.
  • Mobile preview looks correct; CTAs are visible and tappable.

6) Compliance & Legal

  • Images licensed or original; attributions included if required.
  • Disclaimers present for regulated advice.
  • Privacy considerations reviewed (no personal data exposed).

Publish Gate

Pass: all checks complete. Fail: return with notes to the writer/editor. Record changes in the change log.


Keep handy: Editorial AI Workflow · Research-to-Outline System