RevFlow OS: The 19-Module AI Marketing Engine
Nineteen specialized modules, containerized infrastructure, and a unified data layer working together to make your business visible across every AI engine that matters.
One Platform, 19 Specialized Modules
AI visibility cannot be solved by a single tool. RevFlow OS breaks the problem into 19 discrete domains, each handled by a purpose-built module.
How the Platform Is Built
Three core principles enforced at the code level across every module.
Lead Generation Modules (1-13)
The core of RevFlow OS: scoring, content creation, AI engine probing, competitor intelligence, and automated dispatch.
M1 RevPrompt Unified
AI content generation engine. BLUF-structured, entity-rich output optimized for AI ingestion across multiple LLM providers.
M2 RevScore IQ
The scoring engine. Evaluates AI visibility across six dimensions using the GEO/AEO/EVS Trinity on a 0-100 scale.
Core EngineM3 RevRank Engine
Keyword-level competitive intelligence. Identifies query gaps where AI engines answer but do not cite your business.
M4 RevSEO Intelligence
Technical SEO analysis. Crawlability scanning, structured data validation, Core Web Vitals, and AI-specific technical readiness.
M5 RevCite Pro
AI engine citation tracking. Probes ChatGPT, Gemini, Perplexity, and Claude to measure how often each cites your business.
M6 RevHumanize
Content naturalness engine. Ensures AI-generated content reads naturally and maintains brand voice consistency.
M7-M9
RevWins tracks positive outcomes. RevImage optimizes visual assets at scale. RevPublish manages content deployment pipelines.
M10-M11
RevMetrics unifies analytics into KPI dashboards. RevSignal SDK provides automated alerting and anomaly detection.
M12-M13
RevIntel benchmarks competitors' AI visibility. RevFlow Dispatch orchestrates multi-module workflows at scale.
Digital Landlord (14-15)
M14 RevVest IQ
Digital asset valuation. Domain authority, traffic patterns, backlink profiles, and monetization potential analysis.
M15 RevSPY
Competitive surveillance and social velocity tracking. Monitors competitor activities and identifies strategic opportunities.
Tech Efficiency (16-19)
M16-M17
RevSpend IQ optimizes API costs across all LLM providers. RevCore routes all inter-module communication centrally.
M18-M19
RevAssist provides AI-powered operations support. RevLocal Grid manages local market intelligence and GBP optimization.
Suite IV: RevGBP (Module 20 -- Virtual Composite)
Combines Modules 4, 5, and 19 into a unified Google Business Profile optimization workflow: GBP management, local citation tracking, AI probing for location queries, and local SEO compliance.
Production-Grade Stack
Purpose-built for reliability, performance, and observability.
PostgreSQL
Primary transactional database. All scoring data, assessments, and client configs. Data provenance enforced at the storage level.
ChromaDB
Vector database for RAG operations. Powers semantic search and content matching used by RevSEO, RevCite, and RevSPY.
Redis
In-memory caching, session management, and inter-module messaging. Sub-millisecond access for real-time operations.
See RevFlow OS in Action
Request a live demo to see the 19-module platform, the RevScore IQ engine, and the monitoring infrastructure working together for your business.