JSON-LD
JSON-LD is the recommended format for embedding structured data in a webpage: a small JSON block inside a script tag. It is the format Google, Bing, and AI crawlers all prefer.
Why is JSON-LD the preferred structured-data format?
JSON-LD keeps the structured data separate from the visible HTML, sitting in its own script tag, rather than threading attributes through your markup the way microdata and RDFa do. That makes it faster to render, far easier to maintain, and much less likely to break when a designer changes the page layout.
Modern frameworks make it trivial to emit. Next.js, Astro, and SvelteKit can all generate a JSON-LD block per page from your data, which means the structured data stays in sync with the content automatically instead of drifting out of date. Google, Bing, and the major AI crawlers all parse it as their first-choice format.
The one rule that matters is consistency: one authoritative block per schema type per page, not several conflicting copies. Duplicate or contradictory JSON-LD is a common audit finding and it muddies the signal. GrowthManager emits a single clean block per type on every page it controls.
Validate every block against Google's Rich Results Test and Schema.org's own validator before shipping. The two tools disagree in useful ways: Rich Results focuses on whether the block qualifies for a Google snippet, while Schema.org checks general well-formedness against the formal vocabulary. A block that passes both is unambiguously machine-readable and unlikely to trip an AI crawler. A block that passes only one usually has a field type mismatch, a missing required property, or a stale schema version that AI parsers will silently drop, leaving your structured data invisible despite the work.
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