market-sizing-frameworks（市场规模框架）

Market Sizing Frameworks

Frameworks and methodologies for estimating market size and validating market opportunity.

Overview

Market sizing answers the critical question: "Is this opportunity large enough to pursue?" It provides the foundation for strategic decisions, resource allocation, and investment prioritization.

Core Principle: Market sizing is educated guessing with documented assumptions. The goal is reasonable estimates and order-of-magnitude accuracy (is it $1M, $10M, or $100M?), not false precision.

Key Insight: Always use multiple methods (bottom-up, top-down, value theory) to triangulate and validate estimates. If methods disagree by more than 2-3x, your assumptions need scrutiny.

When to Use This Skill

Auto-loaded by agents:

• market-analyst - For TAM/SAM/SOM calculation and market validation

Use when you need to:

• Assess if a market opportunity is worth pursuing
• Calculate TAM, SAM, and SOM for business planning
• Validate market assumptions before building
• Support fundraising or strategic planning
• Evaluate competitive landscape impact on opportunity
• Determine realistic revenue projections

The Three-Tier Framework

TAM (Total Addressable Market)

Definition: Total revenue opportunity if you achieved 100% market share globally.

Purpose: Understand the absolute ceiling of opportunity.

Typical Range:

• Side project: $1M+ TAM minimum
• Full-time business: $10M+ TAM minimum
• VC-backed startup: $100M+ TAM minimum

Calculation: See three methods below.

SAM (Serviceable Addressable Market)

Definition: Portion of TAM you can realistically serve given your business model, geography, and product capabilities.

Purpose: Your realistic target market after applying real-world constraints.

Filters to Apply:

1. Geographic reach: Where can you operate?
2. Customer segment: Which types of customers fit your solution?
3. Product capabilities: Who can your product actually serve?
4. Distribution channels: Who can you reach?

Typical Range: SAM is usually 10-40% of TAM for focused products.

Formula:

SAM = TAM × Geographic % × Segment % × Product Fit % × Distribution %

SOM (Serviceable Obtainable Market)

Definition: Portion of SAM you can realistically capture in the near term (1-3 years).

Purpose: Your achievable revenue target given resources, competition, and time constraints.

Realistic Benchmarks:

• Year 1: 0.1-0.5% of SAM (new products)
• Year 3: 1-5% of SAM (if successful)
• Year 5: 5-15% of SAM (market leader position)

Formula:

SOM = SAM × Realistic Market Share %

Reality Check: Convert SOM to customer count. Is that number achievable per month/week?

Three Market Sizing Methods

Always use all three methods for robust validation. If they disagree significantly, investigate your assumptions.

Method 1: Bottom-Up (Most Reliable)

Approach: Count actual customers and multiply by revenue per customer.

Formula:

TAM = Total Potential Customers × Average Revenue per Customer

Process:

1. Define who is a potential customer (be specific!)
2. Count them using reliable data sources
3. Apply realistic adoption/penetration filters
4. Estimate average annual revenue per customer
5. Multiply to get TAM

Strengths:

• Most grounded in reality
• Easy to validate assumptions
• Can name actual customers

When to Use: Always start here as your primary method.

Complete methodology: See references/market-sizing-methodologies.md for detailed step-by-step process with examples.

Method 2: Top-Down (For Validation)

Approach: Start with total market size and estimate your segment percentage.

Formula:

TAM = Total Market Size × Your Segment %

Process:

1. Find comparable market size data (Gartner, IDC, etc.)
2. Identify what percentage is your specific segment
3. Apply multiple filters to narrow down
4. Compare to bottom-up calculation

Strengths:

• Quick sanity check
• Uses industry research
• Good for validation

Weaknesses:

• Often produces inflated numbers
• Hard to validate percentages
• Can feel like guesswork

When to Use: As secondary validation, never as primary method.

Complete methodology: See references/market-sizing-methodologies.md for examples and industry applications.

Method 3: Value Theory

Approach: Calculate value created for customers, then estimate capture rate.

Formula:

TAM = (Value Created per Customer × Potential Customers) × Capture Rate %

Process:

1. Quantify value delivered (time saved, cost reduced, revenue increased)
2. Calculate dollar value of that benefit
3. Determine what percentage you can capture in pricing (typically 10-30%)
4. Multiply by potential customer base

Strengths:

• Tests pricing assumptions
• Grounds estimates in customer value
• Helps justify pricing strategy

When to Use: To validate pricing is reasonable relative to value created.

Complete methodology: See references/market-sizing-methodologies.md for value calculation frameworks.

Validation Framework

The Reality Check Questions

Before trusting your market sizing, validate with these critical tests:

1. Can you name 10 specific potential customers?

• If no: Market may be too narrow or unclear
• If yes: Proceed with confidence

2. Are there existing competitors making money?

• If yes: Market is validated (good!)
• If no: Either no market exists OR huge greenfield (risky)

3. Does TAM > SAM > SOM make sense?

• Progression should be logical
• SAM typically 10-40% of TAM
• SOM Year 1 typically 0.1-1% of SAM

4. Is Year 1 SOM achievable with your resources?

• Convert to customer count per month
• Is that acquisition rate realistic?
• Do you have budget/capacity?

5. Is the market big enough to justify effort?

• Minimum thresholds matter
• Compare to your goals (bootstrap vs VC)

Complete validation checklist: See assets/market-validation-checklist.md for comprehensive 100+ point validation framework.

Common Mistakes to Avoid

1. Confusing TAM with SAM - Be explicit which number you're discussing
2. Top-down only sizing - Always validate with bottom-up
3. Ignoring competition - Available market is smaller than total market
4. Assuming linear growth - Use S-curves, not straight lines
5. No customer names - If you can't name 10 customers, market may not exist
6. One-and-done sizing - Update assumptions quarterly as you learn

Detailed guide: See references/market-sizing-best-practices.md for:

• How to avoid each mistake
• Industry-specific considerations
• Competitive landscape analysis
• Assumption management frameworks
• Sensitivity analysis approaches
• Case studies (Superhuman, Quibi, Figma, Slack)

Recommended Workflow

Step 1: Bottom-Up Calculation (Primary)

Use this as your primary estimate:

1. Define universe of potential customers (be specific)
2. Count them using reliable data sources
3. Estimate realistic adoption/penetration percentage
4. Determine average annual revenue per customer
5. Calculate: TAM = Customers × Adoption % × Price

Tool: Use assets/market-sizing-calculator.md for step-by-step worksheet with formulas.

Step 2: Top-Down Validation (Secondary)

Validate your bottom-up with industry data:

1. Find comparable market size from research firms
2. Estimate what percentage is your segment
3. Compare to bottom-up calculation
4. If within 2-3x: Good confidence
5. If >5x difference: Investigate assumptions

Step 3: Value Theory Check

Test pricing reasonableness:

1. Quantify value delivered to customers
2. Calculate dollar value of benefits
3. Determine capture rate (10-30% typical)
4. Validate pricing is within reasonable range

Step 4: Apply SAM Filters

Narrow TAM to realistic serviceable market:

Starting TAM: $__________

Geographic filter: × ____% = $__________
Segment filter: × ____% = $__________
Product fit filter: × ____% = $__________
Distribution filter: × ____% = $__________

Final SAM: $__________

Template: Use assets/tam-sam-som-template.md for complete calculation template.

Step 5: Calculate Realistic SOM

Project achievable market capture:

Conservative Approach:

• Year 1: 0.1-0.3% of SAM
• Year 2: 0.5-1% of SAM
• Year 3: 1-3% of SAM

Consider:

• Competitive intensity (high = lower %)
• Switching costs (high = lower %)
• Your differentiation (strong = higher %)
• Distribution advantage (strong = higher %)

Step 6: Validate Thoroughly

Run through comprehensive validation:

1. Complete all reality checks
2. Verify unit economics work (LTV:CAC ratio)
3. Check competitive landscape math
4. Model three scenarios (pessimistic, base, optimistic)
5. Conduct sensitivity analysis on key assumptions

Validation tool: Use assets/market-validation-checklist.md for systematic validation.

Step 7: Document Assumptions

Critical for updating as you learn:

## Key Assumptions

1. Customer count: [number]
   - Source: [where this came from]
   - Confidence: [High/Medium/Low]
   - Impact if wrong: [+/- X% on TAM]

2. Pricing: $[amount]/year
   - Basis: [competitive analysis, value-based, etc.]
   - Confidence: [High/Medium/Low]
   - Impact if wrong: [direct 1:1 impact]

3. Adoption rate: [%]
   - Basis: [customer interviews, analogies, etc.]
   - Confidence: [High/Medium/Low]
   - Impact if wrong: [+/- X% on TAM]

Templates and Tools

Calculation Tools

Complete TAM/SAM/SOM Template:

• assets/tam-sam-som-template.md
• Full calculation framework with all filters
• Includes validation checklist
• Assumption documentation section
• Sensitivity analysis worksheet

Step-by-Step Calculator:

• assets/market-sizing-calculator.md
• All three methods with formulas
• Worked examples
• Comparison framework
• Confidence scoring

Validation Checklist:

• assets/market-validation-checklist.md
• 100+ validation points
• Reality checks and red flags
• Customer count validation
• Pricing validation
• Competitive validation

Reference Guides

Comprehensive Methodologies

Complete Methods Guide:

• references/market-sizing-methodologies.md
• Detailed bottom-up, top-down, and value theory processes
• Industry-specific approaches (B2B SaaS, Consumer, Enterprise, Marketplace, Dev Tools)
• Method comparison and triangulation
• Data source recommendations

Best Practices Guide:

• references/market-sizing-best-practices.md
• Common mistakes and how to avoid them
• Validation frameworks
• Competitive landscape analysis
• Assumption management
• Sensitivity analysis
• Case studies: Superhuman, Quibi, Figma, Slack
• Advanced considerations (timing, geographic expansion, platform effects)

Summary

Market sizing is educated guessing - the goal is reasonable estimates with documented assumptions, not precision.

The Three-Step Approach:

1. Calculate: Use all three methods (bottom-up, top-down, value theory)
2. Validate: Reality-check with customers, competition, and economics
3. Document: Track assumptions and update quarterly

Key Principles:

• Always start with bottom-up (most reliable)
• Use top-down only for validation
• Can you name 10 customers? (Critical test)
• Update assumptions as you learn
• Model three scenarios (pessimistic, base, optimistic)

Decision Framework:

• If SAM < $10M: Too small for most ventures
• If Year 1 SOM < $50K: Question if worth effort
• If methods disagree >5x: Assumptions need work
• If no competitors exist: Either no market OR huge opportunity (validate carefully)

Troubleshooting

"My TAM and bottom-up numbers disagree by 10x": This is common. Bottom-up is almost always more realistic. If the gap is huge, your TAM assumptions are too broad. Narrow your market definition or segment further.

"I can't find reliable data for my niche": Use proxies. Find adjacent markets with data, then estimate your slice. Combine multiple weak signals rather than relying on one perfect source. Note your assumptions explicitly.

"My SOM looks embarrassingly small": That's probably accurate for year 1. A realistic SOM of $200K is more credible than a fantasy SOM of $10M. Investors prefer honest sizing with a clear expansion path.

Related Skills

• product-positioning - Position against competitive landscape
• product-market-fit - Validate market demand exists
• competitive-analysis-templates - Analyze market attractiveness and competitive dynamics