Triển khai kỹ thuật · Page 7
llms.txt, ai.txt, dữ liệu có cấu trúc và các thông số kỹ thuật khác cho sự sẵn sàng tìm kiếm AI.
148 articles · Page 7 of 13
Knowledge Graph Markup for AI Search: A schema.org Pattern Specification
Knowledge graph markup for AI search: a schema.org pattern specification linking entities, relationships, and citations to win generative engine trust.
Lazy-Loading Impact on AI Crawlers: What Gets Indexed vs Skipped
Per-crawler reference for how GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot, GoogleOther, and Bingbot handle native and JS-driven lazy-loaded content.
Lazy Loading Patterns for AI Crawlers
Lazy loading patterns that keep AI crawlers (GPTBot, ClaudeBot, PerplexityBot) able to extract citable content while preserving Core Web Vitals performance.
Link rel=preconnect & dns-prefetch for AI crawlers
How preconnect and dns-prefetch link hints reduce AI crawler latency for asset fetches, third-party endpoints, and citation extraction.
LLM-Friendly FAQ Schema: When and How to Use
LLM-friendly FAQ schema guide: when to use FAQPage vs QAPage vs HowTo, how to write LLM-citable answers, JSON-LD examples, and how to measure impact on AI answers.
llms.txt Advanced Section Patterns & Hierarchical Structure
Advanced llms.txt patterns for large knowledge bases: hierarchical sections, optional metadata, llms-full.txt pairing, sitemap integration, and validation.
llms.txt Starter Template (2026): Copy-Paste Examples for Any Site
Ready-to-use llms.txt starter templates for SaaS, e-commerce, blog, and docs sites — annotated, spec-aligned, and copy-paste deployable in minutes.
LLMs.txt vs AI.txt: Practical Implementation Comparison
Implementation comparison of llms.txt and ai.txt: file format, hosting, crawler behavior, validation, and a decision matrix to avoid confusion with robots.txt.
llms.txt Reference: Specification, Format, and Examples
llms.txt is a proposed root-level Markdown file that gives LLMs a curated, machine-readable index of a site. Reference for spec, format, and adoption.
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.
Markdown Optimization for AI Parsers
Learn how to write markdown that AI parsers can reliably read, chunk, and cite — heading rules, answer-first patterns, tables, and a quality checklist.
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.