Vabedo

Multi-Brand CMS & Reinforcement Learning Engine

Interactive Funnel Simulator

Select a brand to simulate entering its conversion funnel. The backend resolves the optimal landing page using multi-armed bandit algorithms.

Brand:

Ready for Conversion Funnel

Select a brand from the simulation dashboard above and click "Simulate Brand Visit" to load its landing page, dynamically optimized by Factum's reinforcement learning bandit engine.

Loading personalized landing experience...

Reinforcement Learning Real-Time Dashboard

View performance stats of landing page / questionnaire copy variants. The optimal variant is automatically selected by the mathematical UCB1 formula based on conversion weights.

Brand Variant Theme Variant Headline Impressions Conversions Conversion Rate (CR) Self-Optimizing Priority Weight

Active Questionnaire Session Progress (read.vabedo_sessions)

Session ID Brand Completed Paid Status Captured Encrypted Email (PII)

CMS Variant Publisher

Instantly deploy a new landing page and questionnaire variant without code deployments. It joins the UCB1 loop immediately!

Event Store Ledger (Immutable Log)

View database-native append-only events. Event Sourcing ensures 100% auditable history of session states and payments.