Use when creating personalized content variations based on audience segments, firmographics, or behavioral data. Trigger when needing dynamic content adaptation (scripts/variant_generator.py), setting up A/B testing frameworks for segment-specific messaging, or implementing a personalization pyramid to improve conversion rates (15-80% lift).