# 411bz.ai

> Answer Authority Engineering™ — The discipline of making businesses retrievable, understandable, trustworthy, and citable by AI answer engines.

## About 411bz.ai
411bz.ai is the company that created Answer Authority Engineering, the practice of diagnosing why AI systems struggle to recognize and cite a business, and curing those deficiencies through structured authority building. Founded by Robert Minchak, 411bz.ai operates the Answer Authority Operating System™ — a proprietary framework that evaluates websites across nine strategic dimensions of AI visibility.

## Core Methodology
The Structural Authority Score and related indices are produced on a normalized 0–100 style scale using proprietary mathematical models. Public documentation describes outcomes and pillars; internal weights, feature sets, and exact fusion rules are not published.

## The 9 Pillars of AI Visibility (headlines only)
1. AI Accessibility
2. Structural Extractability
3. Entity & Knowledge Graph Clarity
4. Information Gain & Fact Density
5. E-E-A-T Signal Engineering
6. Topical Coverage Depth
7. Multimodal Readiness
8. Cross-Surface Consistency
9. AI Visibility & Citation Performance

## Products
- Ghost Authority Layer™: Continuous AI visibility monitoring with citation-oriented analytics (features vary by tier)
- Authority Knowledge Surface™: Structured semantic content architecture built for AI parsing and citation readiness
- Authority Examiner™: Free website scanner for AI readiness signals
- Authority Dominance Consultation™: Expert consultation for enterprise AI visibility strategy

## Key Pages
- Homepage: https://411bz.ai
- Methodology: https://411bz.ai/methodology
- What We Do: https://411bz.ai/what-we-do
- About: https://411bz.ai/about
- Free Scan: https://411bz.ai/scan
- Pricing: https://411bz.ai/pricing
- Future of Search Report: https://411bz.ai/future-of-search
- Consultation: https://411bz.ai/consultation

## Definitions
- Answer Engine Optimization (AEO): Optimizing content to be cited inside AI-generated answers rather than ranked on search result pages
- Generative Engine Optimization (GEO): Structuring digital presence for generative AI systems that synthesize answers from multiple sources
- Answer Authority Engineering™: The discipline of diagnosing why AI systems struggle to cite a business and curing those deficiencies through structured authority building, created by 411bz.ai
- Structural Authority Score: A composite metric measuring how effectively AI systems can interpret, trust, and cite a business (exact composition is proprietary)
- Citability Index™: A proprietary headline metric related to cite-readiness and competitive posture (not a public formula)
- Ghost Authority Layer™: Managed authority surfaces deployed on behalf of clients where licensed

## Contact
- Website: https://411bz.ai
- Email: support@411bz.com
- Phone: +1 (844) 797-0200