{"id":1778,"slug":"ai-citation-eligibility-via-structured-records","title":"AI-citation eligibility via structured records — DIRECTIONAL; vendor-blog driven, Google's own position is \"not a direct ranking factor\"","kind":"reference","scope":"business","status":"current","audiences":["kevin","candid-team"],"topics":["ai-citation","editorial-discipline","ai-search-citations","rich-results-eligibility"],"reference_body":"**Claim:** Multiple SEO/marketing sources argue structured data helps content surface in AI Overviews and generative engines (ChatGPT, Perplexity). These are largely vendor/agency claims. Google's own position is that structured data \"isn't a direct ranking factor,\" while noting AI Overviews pull from \"a range of sources, including information from across the web.\"\n\n**Source:** Google Search Central commentary; cross-referenced against [[google-rich-results-eligibility-not-guarantee]]. AI-engine-side citation claims are predominantly vendor-blog sourced.\n\n**Confidence:** Directional-Speculative — the AI-answer eligibility claim rests mostly on vendor sources; treat as plausible and forward-looking, not established.\n\n**Why this matters for Candid:** Honest framing for the AI-citation angle. The *mechanism* is plausible (extractable records are more cite-able than locked PDFs / images) but the *magnitude* is unestablished. Use as supporting framing, not as the primary justification. Anchors [[rule-quarantine-vendor-ctr-multipliers]] for AI-side as well as search-side claims.","rationale_body":null,"metadata":null,"links":{"outgoing":[{"slug":"uspto-patent-structured-vs-unstructured-searchable-by-data-type","title":"USPTO Patent 8,700,594 — structured data is \"searchable by data type\"; unstructured data (bitmaps, audio, text docs) is not","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"extractability-prose-vs-records-mechanism","title":"Mechanism summary — structured catalogues expose attributes as data; prose/PDF/images lock them in a format no filter can reach","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"google-rich-results-eligibility-not-guarantee","title":"Google Search Central — structured data produces eligibility, not a guarantee; does not guarantee rich results even with correct markup","kind":"reference","scope":"business","link_type":"depends-on"}],"incoming":[{"slug":"research-brief-searchable-structured-catalogue-working-tool-june-2026","title":"Research brief: the searchable, structured catalogue as a working tool — when records-not-prose pays off (June 2026)","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"caveats-searchable-catalogue-no-isolated-study-vendor-skip-thresholds","title":"Caveats for the searchable-catalogue brief: no study isolates catalogues as a variable; vendor-sourced skip thresholds; Baymard age; AI-eligibility under-sourced","kind":"reference","scope":"business","link_type":"relates-to"},{"slug":"quarantine-vendor-structured-data-ctr-and-ai-multipliers","title":"QUARANTINE — \"Pages with structured data earn 35% higher CTR\" / \"2.5x higher chance of appearing in AI answers\" / \"40% more AI Overview appearances\"","kind":"research-notes","scope":"business","link_type":"relates-to"},{"slug":"rule-one-indexable-page-per-record","title":"R3 — One indexable page per record (distinct URL per item / variant) — per Google's merchant-listing guidance","kind":"rule","scope":"business","link_type":"relates-to"}]},"created_at":"2026-06-21T13:17:12.682Z","updated_at":"2026-06-21T13:17:12.682Z"}