# MML Beacon — Deterministic AI Crawler Readiness & DOM Triage Engine (Full Specification)
> Comprehensive technical specification, audit scoring criteria, export schemas, and regulatory compliance standards for MML Beacon DOM Triage Engine.

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## 1. Executive Summary & Purpose
MML Beacon DOM Triage Engine (`scan.harrykrauze.com`) is a low-latency, edge-native micro-SaaS engineered to evaluate web applications for AI discoverability, crawler legibility, and semantic schema integrity. It serves developers, CTOs, and SEO/AEO specialists by identifying conversion routing friction and validating DOM readiness for autonomous agents (including PerplexityBot, ClaudeBot, and GPTBot).

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## 2. Architecture & Operational Invariants
- **Core Engine**: TypeSafe Jev-1.12 Gateway.
- **Latency Target**: Sub-200ms evaluation per request.
- **Execution Environment**: Cloudflare Edge Workers / Serverless Runtime.
- **Isolation Guarantee**: Strict Controller-to-Processor isolation.
- **Data Governance**: Fully compliant with MCA/DPA 2026 and EU SCC Module 2 standards.
- **Distillation Policy**: Zero model distillation, zero customer telemetry ingestion, and zero training data retention.

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## 3. Core Audit Modules & Methodologies
### 3.1. Fact-Density™ Scoring Engine
- **Scale**: 0 to 100 points, categorized into letter grades (A+ to F).
- **Evaluation Scope**: Parses core pages (up to 3 key URLs) to extract factual assertions, entity structures, and schema markups.
- **Key Indicators**:
  - Semantic HTML5 structure (headers, tables, lists, article blocks).
  - Verifiable numeric and factual statements versus generic marketing prose.
  - Elimination of schema hallucinations and unresolvable `@id` graph references.

### 3.2. System One DOM Audit
- **Protocol**: DEV / CTO low-level triage evaluating raw DOM and accessibility trees.
- **Execution Modes**:
  - Live network URL fetch and inspection.
  - Raw HTML direct input mode (zero network fetch required).
- **Triage Checklist**:
  - Primary Call-to-Action (CTA) visibility and routing integrity.
  - Cognitive friction analysis across entry funnels.
  - Accessibility tree traversal completeness for headless scrapers.

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## 4. Product Tiers & Deliverables
### Starter Scan
- **Price**: $29 (one-time purchase)
- **Target Audience**: Indie developers, single-product founders, and niche SaaS operators.
- **Included Deliverables**:
  - Instant single-domain AEO/GEO baseline audit.
  - Standardized `/llms.txt` and `robots.txt` generation.
  - Core JSON-LD entity schema audit.
  - Instant full web report access.

### Agency Toolkit ($99) (Full Bundle)
- **Price**: $99 (one-time purchase)
- **Target Audience**: Technical agencies, multi-client consultancies, and growth engineers.
- **Included Deliverables**:
  - Complete 4-file machine-readable export package:
    1. `/llms.txt`
    2. `/llms-full.txt`
    3. Validated `schema.json` (JSON-LD graph)
    4. AI-agent-optimized `robots.txt`
  - Complete 4-file ZIP download package.
  - Permanent web report and export access.

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## 5. Machine-Readable Schema Guidelines (JSON-LD)
All schemas generated by the engine enforce Schema.org standards with explicit entity linkages:
- Primary Types: `SoftwareApplication`, `WebApplication`, `TechArticle`, `FAQPage`.
- Identity Enclosure: Nested `@graph` structures binding the application entity to verified publisher credentials (`Person` or `Organization`).

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## 6. Organization & Identity Anchorage
- **Product Name**: MML Beacon DOM Triage Engine
- **Engineering Lab**: Kognit Labs
- **Lead Systems Architect**: Harry Krauze
- **Canonical App Endpoint**: https://scan.harrykrauze.com
- **Enterprise Platform**: https://llm.harrykrauze.com
- **Customer Support**: support@harrykrauze.com
- **Content Standard**: 100% English content, AI-native optimization