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LocalBusiness Schema for AI Citations
LocalBusiness JSON-LD spec for AI citations: required NAP fields, openingHoursSpecification, geo, sub-types, sameAs, and AI local-intent citation patterns.
Meta Description Optimization for AI Search Snippets
Meta descriptions still drive AI snippet generation in ChatGPT Search, Copilot, and Bing. Length, intent alignment, and entity-density tactics.
Mobile-First Indexing and AI Crawlers: Parity Requirements for Citations
Per-crawler reference for desktop vs mobile fetch behavior across GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot, and Googlebot Smartphone, plus parity rules.
MobileApplication Schema: JSON-LD Guide for AI Citations
How MobileApplication schema markup helps app publishers earn AI search citations for download, rating, OS, and install-size queries.
MonetaryAmount Schema for AI Citations
MonetaryAmount schema specification for AI citations: required fields, ISO 4217 currency, value vs minValue/maxValue, validFrom/validThrough, and embedding in JobPosting, Offer, MonetaryGrant.
Organization Schema Specification for AI Brand Citations
Organization schema specification for AI brand citations: required fields, sameAs entity linking, logo, ContactPoint, and how LLMs verify brand identity.
Permissions-Policy Header Behavior for AI Crawlers
Permissions-Policy header reference for AI crawlers—directive list, default policy enforcement, observed crawler render-blocking behavior, and Feature-Policy migration.
Prefetch and Prerender Hints for AI Search Crawlers
How to use rel=prefetch, rel=prerender, and the Speculation Rules API with AI search crawlers like OAI-SearchBot and GoogleOther — what works, what they ignore.
Product Schema Markup Specification for AI Shopping Citations
Product schema specification for AI shopping citations: required and recommended fields, Offer/AggregateRating, GTIN/MPN, multi-variant patterns, and validator rules.
Quotation Schema for AI Citation Extraction
schema.org Quotation type spec for marking quoted content with author and source for AI engines—properties, nesting, and citation extraction patterns.
Recipe FAQ Pairs Schema for AI Search
Specification for pairing Recipe and FAQPage JSON-LD schema on a single page so AI Overviews and Perplexity cite both the recipe and its Q&A pairs.
Retry-After and Rate Limit Headers for AI Crawlers
Specification for Retry-After and RateLimit- headers that throttle GPTBot, ClaudeBot, and PerplexityBot politely while preserving AI search citation eligibility.