Consumer Behavior Data Analysis
1. User Decision Path Models
From AIDMA to AISAS — evolution of consumer decision paths in the digital age.
2. Key Touchpoint Data Collection
How to collect effective data at each decision stage.
3. Behavioral Pattern Recognition
Identifying behavioral characteristics of different consumer segments through cluster analysis.
4. Marketing Strategy Optimization
Adjusting marketing strategies for different stages based on data insights.
