2. Emergence 8-Pillar Machine Readability Specification
The official 8-pillar Machine Readability Framework defined by Emergence Science for LLM indexation.
1. Semantic HTML Structure
Standard single h1, semantic tags, and unique IDs
2. llms.txt Manifest
Provide root /llms.txt machine-readable manifest
3. JSON-LD Schema
Embed JSON-LD TechArticle & Organization schema
4. AI Bot Accessibility
Allow GPTBot & PerplexityBot in robots.txt
5. Content Freshness & API Signal
Real-time API health status and versioning
6. Citation Footprint
Cross-platform paper, GitHub, and authority citations
7. Token Efficiency
Low DOM noise ratio for dense vector chunking
8. Verifiable Execution Proofs
TEE sandbox or verifiable execution proofs
Next: Niche & Geo Positioning
Learn niche positioning for ChatGPT recommendations