market-sizing-analysis – skill Dữ liệu & Khoa học cho agent AI

Market Sizing Analysis

Comprehensive market sizing methodologies for calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) for startup opportunities.

Use this skill when

• Working on market sizing analysis tasks or workflows
• Needing guidance, best practices, or checklists for market sizing analysis

Do not use this skill when

• The task is unrelated to market sizing analysis
• You need a different domain or tool outside this scope

Instructions

• Clarify goals, constraints, and required inputs.
• Apply relevant best practices and validate outcomes.
• Provide actionable steps and verification.
• Use the examples below; no separate implementation playbook is bundled.

Overview

Market sizing provides the foundation for startup strategy, fundraising, and business planning. Calculate market opportunity using three complementary methodologies: top-down (industry reports), bottom-up (customer segment calculations), and value theory (willingness to pay).

Core Concepts

The Three-Tier Market Framework

TAM (Total Addressable Market)

• Total revenue opportunity if achieving 100% market share
• Defines the universe of potential customers
• Used for long-term vision and market validation
• Example: All email marketing software revenue globally

SAM (Serviceable Available Market)

• Portion of TAM targetable with current product/service
• Accounts for geographic, segment, or capability constraints
• Represents realistic addressable opportunity
• Example: AI-powered email marketing for e-commerce in North America

SOM (Serviceable Obtainable Market)

• Realistic market share achievable in 3-5 years
• Accounts for competition, resources, and market dynamics
• Used for financial projections and fundraising
• Example: 2-5% of SAM based on competitive landscape

When to Use Each Methodology

Top-Down Analysis

• Use when established market research exists
• Best for mature, well-defined markets
• Validates market existence and growth
• Starts with industry reports and narrows down

Bottom-Up Analysis

• Use when targeting specific customer segments
• Best for new or niche markets
• Most credible for investors
• Builds from customer data and pricing

Value Theory

• Use when creating new market categories
• Best for disruptive innovations
• Estimates based on value creation
• Calculates willingness to pay for problem solution

Three-Methodology Framework

Methodology 1: Top-Down Analysis

Start with total market size and narrow to addressable segments.

Process:

1. Identify total market category from research reports

2. Apply geographic filters (target regions)

3. Apply segment filters (target industries/customers)

4. Calculate competitive positioning adjustments

Formula:

TAM = Total Market Category Size
SAM = TAM × Geographic % × Segment %
SOM = SAM × Realistic Capture Rate (2-5%)

When to use: Established markets with available research (e.g., SaaS, fintech, e-commerce)

Strengths: Quick, uses credible data, validates market existence

Limitations: May overestimate for new categories, less granular

Methodology 2: Bottom-Up Analysis

Build market size from customer segment calculations.

Process:

1. Define target customer segments

2. Estimate number of potential customers per segment

3. Determine average revenue per customer

4. Calculate realistic penetration rates

Formula:

TAM = Σ (Segment Size × Annual Revenue per Customer)
SAM = Σ (Eligible Customer Count in Each Served Segment × Annual Revenue per Customer in That Segment)
SOM = SAM × Realistic Penetration Rate (Year 3-5)

When to use: B2B, niche markets, specific customer segments

Strengths: Most credible for investors, granular, defensible

Limitations: Requires detailed customer research, time-intensive

Methodology 3: Value Theory

Calculate based on value created and willingness to pay.

Process:

1. Identify problem being solved

2. Quantify current cost of problem (time, money, inefficiency)

3. Calculate value of solution (savings, gains, efficiency)

4. Estimate willingness to pay (typically 10-30% of value)

5. Multiply by addressable customer base

Formula:

Value per Customer = Problem Cost × % Solved by Solution
Price per Customer = Value × Willingness to Pay % (10-30%)
TAM = Total Potential Customers × Price per Customer
SAM = TAM × % Meeting Buy Criteria
SOM = SAM × Realistic Adoption Rate

When to use: New categories, disruptive innovations, unclear existing markets

Strengths: Shows value creation, works for new markets

Limitations: Requires assumptions, harder to validate

Step-by-Step Process

Step 1: Define the Market

Clearly specify what market is being measured.

Questions to answer:

• What problem is being solved?
• Who are the target customers?
• What's the product/service category?
• What's the geographic scope?
• What's the time horizon?

Example:

• Problem: E-commerce companies struggle with email marketing automation
• Customers: E-commerce stores with >$1M annual revenue
• Category: AI-powered email marketing software
• Geography: North America initially, global expansion
• Horizon: 3-5 year opportunity

Step 2: Gather Data Sources

Identify credible data for calculations.

Top-Down Sources:

• Industry research reports (Gartner, Forrester, IDC)
• Government statistics (Census, BLS, trade associations)
• Public company filings and earnings
• Market research firms (Statista, CB Insights, PitchBook)

Bottom-Up Sources:

• Customer interviews and surveys
• Sales data and CRM records
• Industry databases (LinkedIn, ZoomInfo, Crunchbase)
• Competitive intelligence
• Academic research

Value Theory Sources:

• Customer problem quantification
• Time/cost studies
• ROI case studies
• Pricing research and willingness-to-pay surveys

Step 3: Calculate TAM

Apply chosen methodology to determine total market.

For Top-Down:

1. Find total category size from research

2. Document data source and year

3. Apply growth rate if needed

4. Validate with multiple sources

For Bottom-Up:

1. Count total potential customers

2. Calculate average annual revenue per customer

3. Multiply to get TAM

4. Break down by segment

For Value Theory:

1. Quantify total addressable customer base

2. Calculate value per customer

3. Estimate pricing based on value

4. Multiply for TAM

Step 4: Calculate SAM

Narrow TAM to serviceable addressable market.

Apply Filters:

• Geographic constraints (regions you can serve)
• Product limitations (features you currently have)
• Customer requirements (size, industry, use case)
• Distribution channel access
• Regulatory or compliance restrictions

Formula:

SAM = TAM × (% matching all filters)

Example:

• TAM: $10B global email marketing
• Geographic filter: 40% (North America)
• Product filter: 30% (e-commerce focus)
• Feature filter: 60% (need AI capabilities)
• SAM = $10B × 0.40 × 0.30 × 0.60 = $720M

Step 5: Calculate SOM

Determine realistic obtainable market share.

Consider:

• Current market share of competitors
• Typical market share for new entrants (2-5%)
• Resources available (funding, team, time)
• Go-to-market effectiveness
• Competitive advantages
• Time to achieve (3-5 years typically)

Conservative Approach:

SOM (Year 3) = SAM × 2%
SOM (Year 5) = SAM × 5%

Example:

• SAM: $720M
• Year 3 SOM: $720M × 2% = $14.4M
• Year 5 SOM: $720M × 5% = $36M

Step 6: Validate and Triangulate

Cross-check using multiple methods.

Validation Techniques:

1. Compare top-down and bottom-up definitions, units, populations and source dates; investigate divergence rather than applying an arbitrary percentage gate

2. Check against public company revenues in space

3. Validate customer count assumptions

4. Sense-check pricing assumptions

5. Review with industry experts

6. Compare to similar market categories

Red Flags:

• Opportunity size that does not support the stated business model or investor constraints
• TAM that's too large (unsupported by data)
• SOM unsupported by the actual acquisition capacity, competition and retention assumptions
• Unexplained inconsistency in populations, units or assumptions between methodologies

Industry-Specific Considerations

SaaS Markets

Key Metrics:

• Number of potential businesses in target segment
• Average contract value (ACV)
• Typical market penetration rates
• Expansion revenue potential

TAM Calculation:

TAM = Total Target Companies × Average ACV × (1 + Expansion Rate)

Marketplace Markets

Key Metrics:

• Gross Merchandise Value (GMV) of category
• Take rate (% of GMV you capture)
• Total transactions or users

TAM Calculation:

TAM = Total Category GMV × Expected Take Rate

Consumer Markets

Key Metrics:

• Total addressable users/households
• Average revenue per use

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