Category · 3 articles
JSON-LD patterns, schema.org coverage, validation, and what AI parsers actually use.
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Most teams paste FAQPage on every page that has a question. In 2026 LLM extractors are picky — and there's a third pattern (Article + FAQ section) that beats both. Worked JSON-LD, citer-by-citer behaviour, common mistakes.
JSON-LD only. Article + FAQPage + Person + Organization + BreadcrumbList + Service+Offer. Here is the exact stack we deploy on every Answerly engagement and what each one does for AI citation.
schema.org Person with verifiable sameAs is the single highest-ROI E-E-A-T move in regulated niches. Here is the implementation, the verification standard, and how AI extractors weight identity signals.