00 · OVERVIEW

Search Visibility Vendor Blueprint

A high-level operating and product blueprint for building a vendor that provides SEO + GEO (Generative Engine Optimization) audit, monitoring and growth services.

North Star

Help brands become more discoverable, understandable, citable and recommendable across traditional search and AI-powered search.

Project map

StrategyVision, positioning, market and customer.
AuditTechnical SEO, content, entity, AI visibility and competitive gaps.
IntelligencePrompt, citation and entity graphs.
PlatformCrawler, observers, data model and growth engine.
ServicesAudit → Monitor → Grow → Enterprise.
RoadmapInternal platform → productized Search Visibility OS.

Recommended reading order

  1. Vision & Positioning
  2. Market Landscape
  3. Service Architecture
  4. Audit Framework
  5. GEO Framework
  6. Citation Intelligence
  7. Entity & Authority
  8. Prompt Engine
  9. Platform Architecture
  10. Data Model
  11. Metrics
  12. Packages
  13. Operations
  14. Roadmap
  15. Risks
  16. Sources

One-line thesis

SEO + AI Search Visibility + Entity Authority + Citation Intelligence + Execution
                                  ↓
                       Search Visibility Growth