# AIO / AX Inspector — Complete Technical Specification (English)

- Official URL (EN): https://aio.dai.ninja/en/
- Official URL (JA): https://aio.dai.ninja/
- Sister Security Platform: https://sec.dai.ninja/en/
- Architect: Dai Miyawaki (https://dai.ninja/ | https://x.com/miyawakidai)
- Pricing: Free ($0/month, keyless public access)

## 1. 6-Layer · 50-Check Diagnostic Architecture
1. **Layer 1 — Discovery & Crawler Governance (10 checks, 20 pts)**: Evaluates 15 AI user-agents split into 8 Search & Citation Bots (`OAI-SearchBot`, `ChatGPT-User`, `PerplexityBot`, `Claude-SearchBot`, `Googlebot`, `Bingbot`, `Applebot`, `DuckAssistBot`) and 7 Model Training Scrapers (`GPTBot`, `ClaudeBot`, `Google-Extended`, `CCBot`, `Meta-ExternalAgent`, `Bytespider`, `Amazonbot`), plus `/llms.txt`, `/llms-full.txt`, `Content-Signal`, `sitemap.xml`, `IndexNow`, and Schema.org JSON-LD.
2. **Layer 2 — Access & Token Efficiency (8 checks, 18 pts)**: Verifies absence of WAF challenge walls, initial SSR text payload, text-to-HTML signal ratio, estimated token budget, semantic landmarks, and avoidance of text buried inside raster images.
3. **Layer 3 — Answer-First Content Structure / GEO & AEO (10 checks, 22 pts)**: Measures 40–65 word direct-answer leads immediately below H2/H3 headings, self-contained RAG chunk ratio, explicit entity definitions, HTML comparison tables, quantitative proof, and FAQPage synchronization.
4. **Layer 4 — Entity Trust & Hallucination Resistance (10 checks, 18 pts)**: Checks verified Organization/Person publisher identity, `sameAs` knowledge-graph links, brand consistency, publication/update timestamps, and ambiguity/contradiction guardrails.
5. **Layer 5 — Autonomous Agent Actions & MCP (7 checks, 12 pts)**: Evaluates accessible form controls, descriptive internal anchor text, clean canonical URLs, OpenAPI manifests, `/.well-known/ard.json`, and Model Context Protocol (`MCP`) endpoints.
6. **Layer 6 — Commercial & Pricing Transparency (5 checks, 10 pts)**: Verifies plain-text pricing visibility, explicit currency/billing units, Schema.org `Offer` markup, and frictionless contact/booking paths.

## 2. Programmatic Integration (REST & MCP)
- **Scan URL in English**:
  `curl -X POST https://aio.dai.ninja/api/scan -H "Content-Type: application/json" -d '{"url":"https://dai.ninja","lang":"en"}'`
- **Embed Live Score Badge**:
  `[![AIO / AX Score](https://aio.dai.ninja/api/badge?domain=dai.ninja&score=100&grade=A%2B)](https://aio.dai.ninja/en/?url=https%3A%2F%2Fdai.ninja)`