Research · · verified August 10, 2026

Research Metadata Review Checklist

A final metadata check for accurate, consistent, and discoverable research articles.

Content operations10 sources
Research Metadata Review Checklist article thumbnail

Key stats

  • Metadata errors can undermine otherwise sound research.
  • Title, description, canonical path, dates, and image should agree with the article.
  • A checklist catches mechanical defects before release.

Key takeaways

  • Check metadata after content edits.
  • Keep dates honest and source-backed.
  • Validate links and structured fields together.

Checklist

Run the research metadata completeness check after fact review.

FieldReview question
TitleDoes it match reader intent?
DescriptionDoes it describe the article?
DatesAre they accurate and current?
ImageDoes the asset exist and fit?

Methodology and limitations

This checklist synthesizes public search, accessibility, quality, research, and plain-language guidance. It cannot replace a site-specific schema or build test.

FAQs

When should metadata be reviewed?

Review it at brief approval, after substantial edits, and immediately before publication.

What is a canonical path?

It is the preferred stable URL for the article and should match the site's routing rules.

Sources

  1. Google Search Essentials
  2. Google helpful content guidance
  3. W3C WCAG 2.2
  4. PlainLanguage.gov guidelines
  5. ISO 9001 quality management
  6. Pew Research methods
  7. BLS data
  8. U.S. Census data
  9. NIST Privacy Framework
  10. Digital.gov content guidance

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