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Schema markup does not help pages get cited by AI systems, according to controlled studies from Ahrefs and searchVIU. AI assistants read rendered text and visible content rather than data hidden in JSON-LD schema, making visible text the priority for earning AI citations.
Built for AI agentsACO · 3238 tokens
Summary
Schema markup does not help pages get cited by AI systems, according to controlled studies from Ahrefs and searchVIU. AI assistants read rendered text and visible content rather than data hidden in JSON-LD schema, making visible text the priority for earning AI citations.
Tags
schema-markup · ai-citations · seo · json-ld · structured-data · ai-assistants
Key entities
Kyle Hudson (person, 0.95) · Ahrefs (organization, 0.95) · searchVIU (organization, 0.95) · JSON-LD (technology, 0.95) · ChatGPT (technology, 0.95) · Google AI Overviews (technology, 0.9) · Claude (technology, 0.9) · Gemini (technology, 0.9) · Perplexity (technology, 0.9) · schema-markup (concept, 0.95) · structured-data (concept, 0.95) · AI Discovery (event, 0.85)
Classification
analysis · language en · status final
Provenance
claude-haiku-4-5 via @stacklist/be@0.1.0, confidence 0.85, 17 Jul 2026
