The CBOE Model (Customer-Behavior-Outcome-Engine) is Duren Health's core business model. By analyzing user behavior, conversion paths, and final results, it constructs a complete business closed-loop. This article deeply analyzes the four dimensions of the CBOE model.
## Customer Behavior
**Behavior Analysis**
The AI engine analyzes all user behavior data on the website and app in real-time, including browsing, clicking, dwell time, etc.
**User Profiling**
Construct precise user profiles through behavioral data analysis, understanding users' interests, needs, and preferences.
**Personalized Recommendations**
Based on user profiles and behavioral data, the system provides personalized content and product recommendations.
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## Conversion Paths
**Path Optimization**
Analyze the complete user journey from browsing to purchasing, identifying conversion bottlenecks and optimizing conversion paths.
**Funnel Analysis**
Discover low-conversion specific links through funnel analysis, and optimize targeted.
**A/B Testing**
Continuously conduct A/B tests to optimize conversion paths and user experience.
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## Result Orientation
**Data-Driven**
All decisions are based on data, achieving business growth through data-driven approaches.
**Effect Tracking**
Comprehensively track the effectiveness of each marketing activity, evaluate ROI, and optimize resource allocation.
**Continuous Optimization**
Optimize strategies and execution based on data feedback, improving overall effectiveness.
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## Engine Optimization
**Technical Upgrades**
Continuously upgrade technology to improve the performance and accuracy of the AI engine.
**Algorithm Optimization**
Optimize AI algorithms to improve the model's predictive and decision-making capabilities.
**System Stability**
Ensure stable system operation, providing reliable AI services.
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The CBOE model is Duren Health's core competitiveness, achieving efficient business operations through the organic combination of four dimensions.