Customer Segmentation Model

# Customer Segmentation Strategy

## Objective
Develop a comprehensive customer segmentation framework that enables personalized marketing, improves customer understanding, and optimizes resource allocation for {{company_name}}.

## Business Context
**Company**: {{company_name}}
**Industry**: {{industry}}
**Product/Service**: {{product_description}}
**Target Market**: {{target_personas}}
**Current Channels**: {{primary_channels}}
**Customer Lifetime Value**: {{lifetime_value}}
**Average Deal Size**: {{average_deal_size}}

## Deliverables

### 1. Segmentation Framework Design
**Segmentation Objectives**
- Personalization enablement
- Resource prioritization
- Product development insights
- Marketing efficiency improvement
- Customer experience optimization

**Segmentation Approach Selection**
- Demographic segmentation
- Firmographic segmentation (B2B)
- Behavioral segmentation
- Psychographic segmentation
- Needs-based segmentation
- Value-based segmentation
- Hybrid/multi-dimensional approach

### 2. Data Requirements & Sources
**Customer Data Inventory**
| Data Category | Data Points | Source |
|---------------|-------------|--------|
| Demographic | Age, location, income | CRM, Forms |
| Firmographic | Company size, industry, revenue | CRM, Enrichment |
| Behavioral | Purchase history, engagement | Product, Website |
| Transactional | Order value, frequency | Commerce, CRM |
| Engagement | Email, content, support | MAP, Support |
| Attitudinal | Satisfaction, NPS, feedback | Surveys |

**Data Quality Assessment**
- Completeness analysis
- Accuracy verification
- Recency evaluation
- Consistency checks
- Gap identification

### 3. Segmentation Models
**Value-Based Segmentation**
- High-value customers (top 20%)
- Mid-value customers (middle 60%)
- Low-value customers (bottom 20%)
- Potential high-value (growth segment)
- At-risk high-value (retention priority)

**Behavioral Segmentation**
- Power users / champions
- Regular users
- Occasional users
- Dormant users
- Churned users

**Needs-Based Segmentation**
- [Segment 1]: Primary need and characteristics
- [Segment 2]: Primary need and characteristics
- [Segment 3]: Primary need and characteristics
- [Segment 4]: Primary need and characteristics

**B2B Firmographic Segmentation**
- Enterprise (1000+ employees)
- Mid-market (100-999 employees)
- SMB (10-99 employees)
- Small business (<10 employees)

### 4. Segment Profiles
**Segment Profile Template**
For each identified segment:
- Segment name and description
- Size and growth potential
- Key characteristics
- Needs and pain points
- Preferred channels
- Content preferences
- Purchase behavior
- Lifetime value potential
- Acquisition cost
- Recommended strategies

### 5. Activation Strategy
**Marketing Activation**
- Segment-specific messaging
- Channel prioritization
- Content personalization
- Offer customization
- Campaign timing

**Sales Activation**
- Segment routing rules
- Playbook customization
- Resource allocation
- Qualification criteria
- Deal prioritization

**Product Activation**
- Feature prioritization
- User experience customization
- Onboarding personalization
- Success metrics by segment

### 6. Implementation Roadmap
**Phase 1: Foundation**
- Data collection and integration
- Analysis and model development
- Segment definition and validation
- Profile documentation

**Phase 2: Activation**
- Marketing system configuration
- Sales enablement
- Initial campaign deployment
- Performance baseline

**Phase 3: Optimization**
- Performance monitoring
- Segment refinement
- Expansion and enhancement
- Continuous learning

### 7. Measurement & Governance
**Segment Performance Metrics**
- Segment size and growth
- Revenue contribution
- Conversion rates
- Retention rates
- Customer satisfaction
- Marketing efficiency

**Governance Framework**
- Segment review cadence
- Data refresh schedule
- Model validation process
- Change management
- Cross-functional alignment

## Output Format
Provide complete segmentation strategy documentation including methodology, segment profiles, activation playbooks, and measurement frameworks ready for implementation.