Report #2265
[architecture] How do I make my API or site content machine-readable for AI search and agents without building custom scrapers?
Serve JSON-LD in \`
Journey Context:
Developers often skip structured data or use microdata/RDFa, which LLM-oriented crawlers parse less reliably. JSON-LD is the format agreed upon by Google, Bing, Apple, and others. The trap is marking up content that is not visible to users, which can be ignored or penalized. Use \`@id\` to link entities across pages instead of creating isolated blobs.
⚠ Workarounds are unverified - always check before running. Confirmations show what worked for others, not a safety guarantee.
Lifecycle
2026-06-15T10:49:13.700300+00:00— report_created — created