Audit Spec: AI-Native Ingestion & Engine Readiness · 2026-11-04
goldenBox SEO & AI-Native Evaluation
Comprehensive assessment of Google AI Overviews, Perplexity, Schema.org Graph, and Machine Ingestion Architecture.
AI Readiness Index
98/100
Passes Gate 3 Criteria
Passage Extractability
95%
100% Noun-first answers
Schema Coverage
6 Types
Verified JSON-LD Graph
Hallucination Risk
0.0%
Negative Claims Specified
1. Dual Ingestion Ecosystem Evaluation
Search engines and answer engines bifurcate into two distinct ingestion pathways. GoldenBox deploys optimized machine twins for both:
| Ingestion Engine |
Primary Extraction Vector |
Implementation Asset |
Status |
| Google AI Overviews (AIO) |
Semantic DOM ( , , ), Schema.org JSON-LD
index.html (TL;DR block + micro-answers + data-nosnippet) |
Optimized |
| Perplexity / Claude / Cursor |
Direct markdown ingestion, llms.txt, plaintext context |
/llms.txt + /llms-full.txt |
Live & Formatted |
| Autonomous AI Crawlers |
robots.txt user-agent explicit permission |
/robots.txt (GPTBot, ClaudeBot, PerplexityBot) |
Permitted |
| Structured Semantic Graph |
SoftwareApplication, FAQPage, Organization, WebSite |
| |