About 411bz
We built the first platform that makes businesses visible, citable, and trusted by AI answer engines.
Our Mission
In 2026, AI assistants have become the primary discovery layer for business services. When potential customers ask ChatGPT, Perplexity, or Claude for recommendations, businesses must be correctly understood and trusted to be recommended.
99.7% of businesses are invisible to these AI systems.
Our mission is to make businesses discoverable, parseable, citable, and recommendable by AI systems through Answer Authority Engineering™.
What We Do
Authority Examiner™
Analyzes websites across 600+ categories to measure AI parseability, authority signals, and citation readiness. Provides an objective Authority Score (0-100).
Ghost Authority Layer™
Continuous monitoring and reinforcement of authority signals. Injects ephemeral, AI-only content that helps LLMs understand businesses without altering the human-facing website.
Authority Knowledge Surface™
Creates persistent, citable content optimized for AI systems. Provides the deep, structured information AI needs to cite businesses as authoritative sources.
Boss AI Worker
Enterprise AI control plane with governed automation primitives (AGE™, CWAR™, CPR™). Supervises all AI activity with approval gates, confidence routing, and full audit trails.
Our Approach
We don't do generic SEO advice or "AI content generation." We do mathematical authority engineering:
- Deterministic analysis (not guesswork)
- Governed automation (AGE™ approval gates)
- Confidence-based execution (CWAR™ routing)
- Full audit trails (CPR™ replay capability)
- Zero-entropy platform (military-grade hygiene)
Technology Stack
Built on Cloudflare's edge network:
- Cloudflare Workers: Serverless edge compute
- Cloudflare Pages: Static-first frontend
- Cloudflare D1: Serverless SQL database
- Cloudflare KV: Edge caching
- Hetzner: Dedicated execution cells
Battle-tested, security-hardened, zero-lint codebase.
Who We Serve
Businesses where AI recommendations drive revenue:
- 🏥 Healthcare (dental, medical, specialty)
- ⚖️ Professional services (legal, accounting, consulting)
- 💼 B2B SaaS companies
- 🔧 Service businesses (HVAC, plumbing, contractors)
- 🏪 Local businesses with online discovery
- 🏢 Any business where "Who should I hire?" matters
Ready to Become Visible?
Get your FREE Authority Score and find out where AI systems see gaps in your business.
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General Inquiries
Business Address
411bz
474 Warren St. B
Brooklyn, NY 11217