RIFC.AI este optimizat pentru desktop. Versiunea mobila vine in curand.
RIFC.AI builds buyer personas that speak, evaluate content, and evolve over time — powered by real data, academically validated.
Focus groups cost $5,000–$50,000 per session
Buyer personas are created once a year and become irrelevant
Marketing decisions are based on intuition, not data
Agencies waste hours recreating personas for each client
Personas that speak, answer questions, and evaluate your marketing content in real time
Avatars evolve after each conversation — memory consolidates, emotions calibrate
Native integration with GA4, Meta Ads, YouTube, CRM — data auto-injected into each avatar
3+1 AI agents architecture evaluates content on 40 subfactors in parallel
Proprietary formula: R + (I × F) = C | Maximum score: 110
Relevance
Does the message speak to the right person?
Interest
Does it capture and hold attention?
Form
Does the structure support the content?
Clarity
Mathematical result of the 3 dimensions
22,732+
Texts analyzed
957+
Respondents
0.87
Cronbach Alpha
40
Factors evaluated
Pre-registered on OSF.io/9y75d · osf.io/9y75d
Knowledge graph with 12 entity types, weighted relationships, hybrid text+vector search (not simple RAG)
4 AI agents evaluate in parallel on 40 subfactors with divergence and bias detection
Simulate 10K–100K synthetic personas on Big Five (OCEAN) with zero AI calls
Emotions evolve post-conversation, cross-session memory, inter-avatar awareness
Haiku for chat (high volume, low cost) + Sonnet for generation/evaluation (critical quality)
Each platform (TikTok, Google Ads, LinkedIn) weights R/I/F differently
380+
Production deploys
44K+
Lines of code
86+
React components
27+
API Routes
14
DB tables with RLS
6
Active integrations
Freemium
Free
1 brand, 2 avatars, limited chat
Starter
$29/mo
3 brands, unlimited avatars, RIFC audit
Pro
$99/mo
10 brands, Cross-Check, Text Studio, API
Agency
$299/mo
Unlimited brands, white-label, dedicated SLA
Manage multiple brands, need quick personas per client
Data-driven positioning decisions, not intuition
Pre-publish content validation, automatic scoring
Initial focus: Moldova → Romania → Eastern Europe → Global
Dumitru Talmazan
CEO & Founder
Managing €4M+ yearly in Ad Spend through TalmazanSchool. University Lecturer at Moldova State University and Technical University of Moldova. Creator of the RIFC Framework.
LinkedInAsapDigitalTeam — Development team
Full-stack team dedicated to RIFC.AI platform development, experienced in Next.js, AI/ML, and distributed systems.
Access the full PRD with all 27+ modules, detailed architecture, and development roadmap.