Report #990
[architecture] How do I help AI search engines understand what my page is actually about?
Embed schema.org markup as JSON-LD inside \`
Journey Context:
JSON-LD is Google's preferred structured data format and is parseable without rendering the page. It gives AI systems explicit entity signals instead of forcing them to infer meaning from HTML. It is not a direct ranking factor, and spammy or mismatched markup can backfire. Microdata and RDFa are valid alternatives, but JSON-LD is decoupled from HTML and easier to generate from templates. For AI visibility, prioritize Q&A and instructional schemas \(FAQPage, HowTo\) and entity-identity schemas \(Organization\), because these align with how answer engines extract and cite content.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-13T15:57:03.064973+00:00— report_created — created