User Segmentation Deep Dive

Perform a deep analysis of {{segment_name}} segment for {{product_name}}.

Segment definition: {{definition}}
Available data: {{data}}
Business questions: {{questions}}

**Segment Profile:**

**1. Demographics/Firmographics**
- Who are they?
- Common characteristics
- Distribution within segment

**2. Behavioral Patterns**
- Product usage patterns
- Feature preferences
- Engagement cadence
- Session characteristics

**3. Journey Patterns**
- How they discover us
- Activation path
- Retention patterns
- Upgrade triggers

**4. Needs and Pain Points**
- Primary problems they solve
- Unmet needs
- Satisfaction drivers
- Dissatisfaction triggers

**5. Value Analysis**
- Revenue contribution
- Lifetime value
- Cost to serve
- Expansion potential

**6. Comparison to Other Segments**
- Key differentiators
- Overlaps
- Unique characteristics

**Strategic Implications:**

1. **Product Implications**
   - Features to prioritize for this segment
   - Gaps to address

2. **GTM Implications**
   - Acquisition approach
   - Messaging adjustments

3. **Success Implications**
   - Retention strategies
   - Expansion plays

**Recommendations:**
- Top 3 actions for this segment