Search & content · Practical guide

Review structured data against visible content

Check whether machine-readable markup accurately represents the page before validating its syntax or expecting any search presentation effect.

2 min read4 practical steps

An original planning guide. Use the linked primary documentation for platform details and the supported procedure for your environment.

Choose a supported use case

Use the search engine's current documentation to identify an applicable content type and its requirements. Do not add types just to fill fields.

Compare facts to the page

Match names, images, descriptions, availability, and other used properties with visible, maintained information. Flag unsupported claims.

Validate generated output

Use the relevant official testing tools and inspect published markup, including template variants and absent optional data.

Document maintenance

Assign the data source and owner for changing facts. Treat rich-result eligibility as conditional rather than a guaranteed display outcome.

Worked scenario

See the plan in practice.

A product page says unavailable but its markup still says available. Correct the source of the mismatch instead of relying on syntactic validity alone.

Review your result

Your acceptance checklist

  • Use case supported
  • Facts match
  • Output validated

Use these checks to identify gaps in your structured-data review. Assign an owner to any unresolved item before the next dependent step.

Primary references

For the underlying concepts and current platform details:

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Frequently asked questions

What you need to know.

Talk to our team

What will I produce when I review structured data against visible content?

The intended deliverable is a structured-data review.

Check whether machine-readable markup accurately represents the page before validating its syntax or expecting any search presentation effect.

What should I establish before reviewing structured data?

Choose a supported use case. Use the search engine's current documentation to identify an applicable content type and its requirements. Do not add types just to fill fields.

Compare facts to the page. Match names, images, descriptions, availability, and other used properties with visible, maintained information. Flag unsupported claims.

How can I review the completed structured-data review?

Check your structured-data review against these acceptance points:

  • Use case supported
  • Facts match
  • Output validated

Assign the data source and owner for changing facts. Treat rich-result eligibility as conditional rather than a guaranteed display outcome.

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