Content Effectiveness Simulator

The Content Effectiveness Simulator showcases how AI can help healthcare providers visualize and optimize educational materials for different patient personas.

1. Patient Persona Cognitive Modeling:

   • The system uses AI to analyze and visualize how different types of patients would process information, showing metrics like health literacy, digital comfort, visual learning preferences, and attention span.

2. Visual Attention Prediction:

   • The heatmap overlay visualizes where a specific patient persona would likely focus their attention, helping identify which content elements are most engaging and which might be overlooked.

3. Effectiveness Metrics Prediction:

   • AI predicts key metrics including comprehension, engagement, retention, and action likelihood based on the patient persona's characteristics and the content structure.

4. Automated Recommendations:

   • The system provides AI-generated recommendations for improving content effectiveness, such as increasing font size, reducing text density, or adding visual aids based on the persona's specific needs.

5. Cross-Persona Analysis:

   • The comparison table shows how the same content would perform across different patient types, helping create materials that work well for diverse audiences.

6. Attention Analysis Charting:

   • The system predicts how attention levels would change throughout different sections of the content, identifying potential drop-off points.

7. Multi-Persona Optimization:

   • AI suggests content variations that could better serve multiple patient personas simultaneously, with projected improvement percentages.

8. Simulated Improvement Projection:

   • The system calculates the potential effectiveness improvement if AI suggestions are implemented, showing the before/after comparison.

This interface makes AI capabilities accessible and practical for healthcare providers without requiring technical expertise. The incorporates interactive elements like charts and heatmaps to visualize the AI's predictions.