Generate, Validate, Publish at Scale
Content built for AI citation from the ground up. Not a chatbot wrapper.
RevPrompt Content Engine generates publication-ready content across 20 content types, applies 25 enhancement layers, and enforces automated quality gates. Nothing publishes without passing validation.
Three-Stage Content Pipeline
Every piece of content flows through generation, enhancement, and validation before it reaches your site. No shortcuts, no manual overrides.
Module 1 in RevFlow OS
RevPrompt is the pipeline entry point. Content flows through RevHumanize (Module 6) for validation, receives keyword intelligence from RevSEO (Module 4) and RevRank (Module 3), and publishes through RevPublish (Module 9). Every module adds value; none can be skipped.
Module 120 Content Types
Each type has specialized templates, validation criteria, and enhancement priorities. Templates updated quarterly based on performance data.
Authority Content
Blog/Glossary articles (CT-01), Brand Facts pages (CT-02), Resource Guides (CT-14), and Industry Reports (CT-19). Deep topical coverage that builds entity authority and earns AI citations.
1,500-3,000 wordsService & Conversion
Service Pages (CT-05), Product Pages (CT-09), Landing Pages (CT-15), and Comparison Pages (CT-10). Revenue-focused content with structured data and conversion optimization built in.
1,000-2,500 wordsEntity & Trust
FAQ Pages (CT-03), Team Bios (CT-08), Case Studies (CT-07), Testimonials (CT-18), and AI Transparency (CT-17). E-E-A-T signal content that builds entity recognition and trust.
500-2,000 wordsLocal & Contact
Location Pages (CT-06) and Contact Pages (CT-04). Geo-targeted content with LocalBusiness schema, NAP consistency, and city-level keyword optimization.
800-1,500 wordsDistribution
Social Seed Posts (CT-12), Press Releases (CT-13), and Email Sequences (CT-20). Amplification content that drives social velocity, freshness signals, and lead nurturing.
300-600 wordsHomepage & Technical
Entity Home (CT-11) and Technical Documentation (CT-16). Primary entity establishment and developer-audience depth. Navigation hubs and product documentation.
2,000-3,000 wordsEnhancement Layer Breakdown
Each layer runs independently and reports pass/fail. Content must pass all 25 to proceed to the quality gate.
Structural Layers (1-7)
BLUF-first restructuring, heading hierarchy, section length balancing, component density enforcement, transition signals, internal link placement, and CTA distribution.
SEO Layers (8-13)
Title tag optimization, meta description, keyword density calibration, semantic keyword integration, schema markup injection, and image alt text generation.
AEO Layers (14-19)
Passage citability scoring, entity-first enforcement, FAQ formatting, definition standardization, factual density enhancement, and standalone clarity validation.
Quality Layers (20-25)
Brand voice alignment, readability scoring, forbidden phrase scanning, E-E-A-T signal injection, fact-check flagging, and final polish formatting.
Multi-Model LLM + Quality Gate
Different models for different tasks. Separating generation from assessment prevents self-reinforcing bias.
Generation Models
Long-form content uses models optimized for coherent, structured output. Routing selects the best model per content type based on ongoing quality benchmarks.
Enhancement Models
Precise text transformation models handle targeted modifications without introducing errors or changing structure. Edits, not rewrites.
Assessment Models
Quality gate scoring uses separate evaluation models. Gemini Flash via LiteLLM handles actionability scoring at 90%+ accuracy, ~$1.50 per 30K evaluations.
Auto-Correction Loop
Failed content enters targeted revision, not full regeneration. If readability fails but keyword coverage passes, only readability is revised. Maximum 3 iterations before human escalation. Every correction is logged and fed back to improve generation templates weekly.
RevHumanize + E-E-A-T Injection
Content that reads as obviously AI-generated is less likely to be cited by AI engines. Paradoxically, humanized content performs better with both humans and machines.
RevHumanize Validation
Content scored on a 0-100 humanization scale against multiple detection models. Must score 75+ to pass. Sentence variation, brand voice injection, perspective addition, and rhythm disruption applied to content below threshold.
E-E-A-T Signal Injection
Experience signals (case studies, real examples), expertise depth (calibrated to audience), authoritativeness (credentials, citations), and trustworthiness (data provenance, transparent AI disclosure). Layer 23 in the pipeline.
From Quality Gate to Live Page
RevPublish (Module 9) handles the final steps. Standard content goes live in under 60 seconds.
See the Content Engine in Action
Request a demo and we will generate a sample page for your business using your brand voice, your keywords, and your competitive landscape. See the quality before you commit.