AI Skill Report Card

Calculating Market Size

A-85·Jan 24, 2026
YAML
--- name: calculating-market-size description: Calculates Total Addressable Market (TAM), Serviceable Addressable Market (SAM), and Serviceable Obtainable Market (SOM) using bottom-up validation methods. Use when evaluating market opportunities, preparing investor pitches, or validating business assumptions. ---

Market Sizing Calculator

Basic TAM/SAM/SOM calculation:

Market: B2B Project Management Software
Target: Small-medium businesses (10-500 employees)

TAM (Total market):
- 32M businesses with 10-500 employees globally
- Average spend: $2,400/year on PM software
- TAM = 32M × $2,400 = $76.8B

SAM (Your serviceable market):
- English-speaking markets: 40% of TAM
- Tech-forward industries: 60% adoption rate
- SAM = $76.8B × 0.4 × 0.6 = $18.4B

SOM (Realistic capture):
- Market entry regions: 5% of SAM initially
- 3-year market share goal: 0.1%
- SOM = $18.4B × 0.05 × 0.001 = $9.2M
Recommendation
Add a specific template or framework section with fill-in-the-blank calculations that users can copy and customize

Phase 1: Market Definition

  • Define target customer segment precisely
  • Identify geographic boundaries
  • Set time horizon (typically 3-5 years)

Phase 2: TAM Calculation

  • Count total potential customers
  • Estimate average annual spend per customer
  • Validate with industry reports
  • Cross-check with top-down data

Phase 3: SAM Refinement

  • Apply accessibility filters (geography, channels)
  • Factor in competitive landscape
  • Account for adoption barriers
  • Validate with comparable markets

Phase 4: SOM Reality Check

  • Assess go-to-market capabilities
  • Model market share trajectory
  • Factor in competitive response
  • Validate against similar company benchmarks

Phase 5: Bottom-Up Validation

  • Build customer pipeline model
  • Calculate unit economics
  • Test assumptions with primary research
  • Stress-test with scenario analysis
Recommendation
Include more concrete data sources with specific URLs or databases rather than general categories

Example 1: B2B SaaS Input: "Food delivery software for restaurants under $5M revenue" Output:

  • TAM: 640K restaurants × $3,600 avg spend = $2.3B
  • SAM: English markets (200K) × 70% digitization = $500M
  • SOM: 3-year 0.2% share target = $1M ARR

Example 2: Consumer Product Input: "Organic dog treats in US premium segment" Output:

  • TAM: 38M premium dog owners × $180/year = $6.8B
  • SAM: Organic-focused subset (15%) = $1.0B
  • SOM: Regional launch capturing 0.1% = $1M revenue

Example 3: Service Business Input: "CFO services for Series A startups" Output:

  • TAM: 3,000 Series A deals × $120K avg engagement = $360M
  • SAM: US market 60% × suitable stage companies 40% = $86M
  • SOM: 2% market share achievable = $1.7M
Recommendation
Provide a sensitivity analysis example showing how changing key assumptions affects the final numbers

Data Sources Priority:

  1. Government statistics (census, industry data)
  2. Industry association reports
  3. Public company filings
  4. Reputable research firms (Gartner, IBISWorld)
  5. Survey data from target customers

Validation Methods:

  • Triangulate with 2+ methodologies
  • Interview 10+ potential customers
  • Analyze 3+ comparable companies
  • Sanity-check against GDP/industry growth

Bottom-Up Building Blocks:

  • Customer count: Use specific, verifiable sources
  • Spending patterns: Validate with primary research
  • Growth rates: Apply conservative assumptions
  • Competitive factors: Model realistic market share

Avoid these errors:

  • Using only top-down estimates without validation
  • Conflating TAM with opportunity size
  • Ignoring competitive dynamics in SOM
  • Over-optimistic market share assumptions (>5% is suspect)
  • Mixing time horizons across TAM/SAM/SOM
  • Failing to account for market maturity
  • Using outdated data sources
  • Assuming linear adoption curves
  • Neglecting regulatory or technical barriers
  • Confusing addressable vs. accessible markets

Red flags in estimates:

  • SOM >10% of SAM without strong justification
  • Growth rates >3x market average
  • Customer acquisition costs ignored
  • No sensitivity analysis provided
  • Round numbers without supporting detail
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Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15