DOCSAutonomous Growth + Authority System — Estimates & Compounding Loops
The autonomous growth system for ScamCheck: quality-gated auto-publishing with a Vertex budget circuit breaker, AI-Overview comparison/entity/trust signals, an E-E-A-T trust layer, automated multi-channel distribution, retention (email alerts + watchlists), a canonical scam-entity data moat, and growth analytics. Includes organic-growth, authority, Discover, and backlink estimates plus the biggest compounding loops — all on a static-first, cost-capped, Vercel-hobby-safe architecture.