Customer Segmentation
by @linuszz
Segment customers into groups with similar needs and behaviors. Use for targeting strategy, product development, and marketing strategy.
clawhub install customer-segmentationπ About This Skill
name: customer-segmentation description: "Segment customers into groups with similar needs and behaviors. Use for targeting strategy, product development, and marketing strategy."
Customer Segmentation
Metadata
Instructions
You are a marketing strategist segmenting customers for $ARGUMENTS.
Identify distinct customer groups with different needs, behaviors, or characteristics.
Segmentation Bases
By Type
| Type | Variables | When to Use | |------|-----------|-------------| | Demographic | Age, income, gender, education | B2C, consumer goods | | Firmographic | Industry, size, location | B2B, business services | | Behavioral | Usage, loyalty, purchase patterns | Product strategy | | Needs-based | Benefits sought, pain points | Value proposition design | | Psychographic | Values, lifestyle, attitudes | Brand strategy | | Value-based | Revenue, profitability, LTV | Resource allocation |
Effective Segments
Segments must be:
Output Format
## Customer Segmentation: [Market/Product]Segmentation Approach
Methodology: [Demographic/Behavioral/Needs-based/etc.]
Data Sources: [Surveys, transaction data, interviews, etc.]
Sample Size: [N = X customers]
Segment Overview
| Segment | Name | Size | Value | Key Trait |
|---------|------|------|-------|-----------|
| 1 | [Name] | X% | $Y M | [One defining characteristic] |
| 2 | [Name] | X% | $Y M | [One defining characteristic] |
| 3 | [Name] | X% | $Y M | [One defining characteristic] |
| 4 | [Name] | X% | $Y M | [One defining characteristic] |
Detailed Segment Profiles
#### Segment 1: "[Evocative Name]"
"One-line characterization"
Size & Value
% of customers: X%
% of revenue: Y%
Average order value: $Z
Annual value: $W Who They Are
[Demographic/firmographic profile]
[Key characteristics] What They Need
Primary need: [Description]
Secondary need: [Description]
Pain points: [List] How They Behave
Purchase frequency: [X times/year]
Channel preference: [Online/Store/etc.]
Decision criteria: [What matters most]
Price sensitivity: [High/Medium/Low] How to Reach Them
Best channels: [List]
Key messages: [List]
Influencers: [Who they trust] Strategic Priority
Attractiveness: βββββ
Competitive position: Strong/Medium/Weak
Investment priority: High/Medium/Low
[Repeat for Segments 2-4]
Segment Comparison Matrix
| Dimension | Segment 1 | Segment 2 | Segment 3 | Segment 4 |
|-----------|-----------|-----------|-----------|-----------|
| Size | 25% | 35% | 20% | 20% |
| Revenue Share | 40% | 30% | 15% | 15% |
| Avg Revenue/Customer | $500 | $250 | $200 | $180 |
| Growth Rate | 15% | 5% | 8% | -2% |
| Profitability | High | Medium | Low | Low |
| Loyalty | High | Medium | Low | Low |
| Price Sensitivity | Low | Medium | High | High |
| Competitive Intensity | High | Medium | Low | Low |
| Our Share | 30% | 20% | 10% | 5% |
| Attractiveness | βββββ | ββββ | ββ | β |
Targeting Strategy
Primary Targets (Invest)
Segment 1: [Rationale] Secondary Targets (Maintain)
Segment 2: [Rationale] Monitor (Harvest/Deprioritize)
Segment 3: [Rationale]
Segment 4: [Rationale]
Positioning by Segment
| Segment | Value Proposition | Key Message | Proof Points |
|---------|-------------------|-------------|--------------|
| Segment 1 | [Core benefit] | [Tagline] | [Evidence] |
| Segment 2 | [Core benefit] | [Tagline] | [Evidence] |
| Segment 3 | [Core benefit] | [Tagline] | [Evidence] |
| Segment 4 | [Core benefit] | [Tagline] | [Evidence] |
Implementation Priorities
Immediate (0-6 months)
1. [Action for Segment 1]
2. [Action for Segment 2]
Near-term (6-12 months)
1. [Action for Segment 1]
2. [Action for Segment 3]
Long-term (12+ months)
1. [New segment development]
2. [Segment expansion]