Technical Implementation · Page 11
llms.txt, ai.txt, structured data, and other technical specs for AI search readiness.
148 articles · Page 11 of 13
Structured Data Warnings vs Errors: Which Block AI Citations?
Triage structured data warnings vs errors. Which messages from Schema.org Validator and Google Rich Results Test block AI citations and which are safe to ignore.
Subresource Integrity and AI Trust Signals
How Subresource Integrity (SRI) hashes, C2PA manifests, and HTTP signatures combine into a verifiable trust signal for AI search engines that cite your content.
TDMRep (TDM Reservation Protocol) Spec for AI Crawlers
TDMRep (W3C TDM Reservation Protocol) for AI crawlers — tdmrep.json, TDM-Reservation header, HTML meta, and CDSM Article 4 alignment.
Title Tag Optimization for AI Citations and Answer Cards
How to write title tags that win AI citation cards in ChatGPT, Perplexity, and Google AI Overviews — length, brand placement, entity prominence, examples.
URL Structure Best Practices for AI Search Citations
URL structure affects how AI engines parse, cite, and follow links. Best practices for slug length, depth, parameters, fragments, and stability.
Vary Header Patterns for AI Crawlers
Specification for the Vary HTTP header when serving AI crawlers across User-Agent, Accept, Accept-Encoding, and Accept-Language to avoid cache poisoning.
Vector Embedding Optimization for AI Search Citations
Vector embedding optimization for AI citations: how chunking, density, and semantic clarity influence retrieval in RAG-powered LLM search engines.
Vector Embedding Optimization Specification for GEO: Writing Content That Survives Semantic Retrieval
Writer-facing specification for vector embedding optimization: chunkable structures, anchor sentences, and metadata enrichment that survive RAG retrieval and dense vector search.
Vector Embeddings for AI Search: How Content Becomes Retrievable
How vector embeddings power AI search retrieval, why semantic similarity drives citation odds, and what publishers can control to make content retrievable.
Video Sitemap Specification for AI Search Citations
Video sitemap specification for AI search citations: required tags, content_loc and player_loc, thumbnails, duration, and transcript pairing patterns.
VideoObject Schema for AI Search
VideoObject schema specification for AI search: required and recommended fields, Clip and SeekToAction patterns, transcript embedding, and how AI engines surface video citations.
Viewport Meta and AI Mobile Rendering
How the viewport meta tag affects mobile-first AI rendering, why misconfigurations cause silent citation losses, and the safe defaults to ship.