Describe the page you actually have.
Structured data provides a machine-readable description of content. Google requires it to accurately represent the page and follow the relevant feature policies. Valid markup can support eligibility for supported rich results, but a successful test does not guarantee a particular appearance.
Start with the content itself. If you are describing an article, make sure its headline and any stated author information are accurate. Do not invent reviews, ratings, or business details to fill a template.
Separate validity from value.
A validator can help identify a syntax error. It cannot decide whether your article answers the reader’s question or whether your business claims are credible. Treat validation as a technical check within a broader editorial review.
Our suggested handoff pairs the page URL with the markup type, the visible information it represents, and the person responsible for updates. That makes it easier to keep the page and its structured description in agreement.
Avoid promises about AI selection.
Do not treat schema as a guarantee that an answer engine will cite your business. Ask anyone proposing markup work to explain the supported feature, the applicable documentation, and what result they can actually verify. Clear expectations are more useful than a promised placement the implementer cannot control.
Sources & further reading
Guidance checked September 24, 2026. Practical workflows and examples are our recommendations.