Technical Implementation · Page 4
llms.txt, ai.txt, structured data, and other technical specs for AI search readiness.
148 articles · Page 4 of 13
ClaimReview Schema for AI Trust: Specification and Implementation
Specification for ClaimReview schema applied to AI trust: structure, required fields, valid values, and patterns for non-fact-check publishers.
Conditional GET and ETag Handling for AI Crawlers
Conditional GET and ETag handling for AI crawlers: ETag generation, If-None-Match, If-Modified-Since, 304 Not Modified, and bandwidth-saving patterns.
Content Feeds for AI Systems (RSS, Atom, JSON Feed)
Use RSS, Atom, and JSON Feed to help AI crawlers and agents discover, ingest, and refresh your content faster and more reliably than crawl-only approaches.
Content Fingerprinting for AI Citations: Detection, Attribution, and Anti-Plagiarism
Practical guide to content fingerprinting for AI citation detection — SimHash, MinHash, embedding hashes, C2PA, and DMCA workflows for publishers.
Content Freshness Signals for AI Search: ChatGPT and Perplexity
Content freshness signals for AI search: dates, last-modified headers, and updated_at metadata that move ChatGPT and Perplexity citation decisions.
Core Web Vitals and AI Citation Correlation: Does Page Speed Affect Citations?
What independent studies say about Core Web Vitals (LCP, INP, CLS, FCP) and AI citation rates across ChatGPT, Perplexity, and Google AI Overviews.
CORS Headers for AI Search Snippets
Configure CORS headers (Access-Control-Allow-Origin and friends) so AI search engines and embedded snippet widgets can fetch your content cleanly.
Course Schema for AI Citations
Specification for Course schema markup: Course, CourseInstance, hasPart for modules, provider, offers, and AI citation patterns for 'learn X' and 'best course for Y' queries.
CSP Policy AI Crawler Allowlist Specification
Specification for CSP directives that keep AI crawlers (GPTBot, ClaudeBot, PerplexityBot) able to render and cite content without weakening XSS defense.
Dataset Schema for AI Citations
Schema.org Dataset JSON-LD spec for AI citations: required name/description/license, distribution with DataDownload, variableMeasured, temporalCoverage, and FAIR alignment.
DNS Prefetch and Preconnect for AI Crawlers
Reference for using dns-prefetch and preconnect resource hints with AI crawlers and browser agents: semantics, ordering, and impact on render-stage crawls.
Edge caching rules for AI crawlers (spec)
Edge caching spec for AI crawlers: per-bot TTL matrix, vary-on-user-agent rules, surrogate-key purges, and Cloudflare/Fastly/Akamai code samples.