niopd-bs-market-opportunity
npx machina-cli add skill 8421bit/NioPD-Skills/NioPD-BS-market-opportunity --openclawMarket Opportunity Analysis Skill
This skill provides rigorous market sizing and opportunity analysis using the TAM/SAM/SOM framework to quantify addressable markets.
Theoretical Foundation
TAM/SAM/SOM Framework
pie title Market Sizing Framework
"TAM (Total)" : 100
"SAM (Serviceable)" : 30
"SOM (Obtainable)" : 5
| Metric | Definition | Question |
|---|---|---|
| TAM | Total Addressable Market | How big is the universe? |
| SAM | Serviceable Addressable Market | What can we reach? |
| SOM | Serviceable Obtainable Market | What can we realistically capture? |
Sizing Approaches
- Top-Down: Start with industry data, narrow down
- Bottom-Up: Build from unit economics and segments
- Value Theory: Calculate value created for customers
When to Use
- New product evaluation
- Investor presentations
- Market entry decisions
- Strategic planning
- Resource allocation
Instructions
Step 1: Configuration
- Read
.claude/AGENTS.mdfor preferences - Identify product/service to analyze
- Define geographic and temporal scope
Step 2: Define Market Context
- What problem does the product solve?
- Who experiences this problem?
- What is the current spending in this area?
Step 3: Calculate TAM
Research total market size:
- Industry reports and analyst data
- Government statistics
- Trade association data
- Calculate: Total potential customers × Average spend
Step 4: Calculate SAM
Narrow to serviceable market:
- Geographic limitations
- Segment focus
- Distribution capabilities
- Technology requirements
Step 5: Calculate SOM
Estimate realistic capture:
- Competitive intensity
- Go-to-market capability
- Time horizon (1-3 years)
- Historical benchmarks
Step 6: Identify Market Gaps
Analyze opportunities:
- Underserved segments
- Unmet needs
- Competitive weaknesses
- Emerging trends
Step 7: Generate Report
File path: 01-sources/[YYYYMMDD]-market-opportunity-v0.md
Contents:
- Executive Summary
- Market Definition
- TAM Analysis ($X, methodology)
- SAM Analysis ($Y, rationale)
- SOM Analysis ($Z, assumptions)
- Market Dynamics
- Competitive Landscape Summary
- Key Opportunities
- Risks and Limitations
- Recommendations
Output Specifications
- File Naming:
[YYYYMMDD]-market-opportunity-v0.md - Location:
01-sources/ - Template:
references/market-opportunity-template.md
Related Skills
niopd-mr-competitor: Competitive analysisniopd-mr-segmentation: Market segmentsniopd-dt-scenarios: Future market scenariosniopd-st-canvas: Business model fit
Source
git clone https://github.com/8421bit/NioPD-Skills/blob/init/plugins/niopd/skills/NioPD-BS-market-opportunity/SKILL.mdView on GitHub Overview
This skill provides rigorous market sizing and opportunity analysis using the TAM/SAM/SOM framework to quantify addressable markets. It guides you through defining scope, calculating TAM/SAM/SOM, identifying gaps, and generating a formal report for stakeholders.
How This Skill Works
It applies three sizing approaches (top-down, bottom-up, value theory) to compute TAM, SAM, and SOM. It then outputs a structured market-opportunity report aligned with the provided template, including executive summary, market definition, and key opportunities.
When to Use It
- New product evaluation
- Investor presentations
- Market entry decisions
- Strategic planning
- Resource allocation
Quick Start
- Step 1: Configuration — read preferences, identify product/service, and set geographic/temporal scope.
- Step 2: Compute TAM/SAM/SOM — gather data (industry reports, government stats), apply top-down/bottom-up/value-theory methods, derive numbers.
- Step 3: Output report — assemble executive summary, market definition, TAM/SAM/SOM analyses, market dynamics, and recommendations in the prescribed file path and template.
Best Practices
- Configure scope and preferences early (per .claude/AGENTS.md), identify the product/service, and define geographic/temporal scope.
- Use multiple sizing approaches: Top-Down, Bottom-Up, and Value Theory to triangulate TAM/SAM/SOM.
- Ground TAM in data: industry reports, government statistics, trade associations, and analyst data; document sources.
- Define SAM with geographic/segment constraints and technology/distribution requirements; adjust for serviceability.
- Record assumptions, time horizons, and go-to-market capabilities; generate the final report using the prescribed template.
Example Use Cases
- Evaluate a new software product's market potential using TAM/SAM/SOM and present a CEO-ready market opportunity section with sources.
- Prepare an investor deck that includes TAM/SAM/SOM with methodology and assumptions.
- Conduct a market-entry analysis for a new region, defining scope, data sources, and moat considerations.
- Assess resource allocation for a strategic product initiative by estimating addressable market and growth opportunities.
- Generate the market-opportunity report at 01-sources/[YYYYMMDD]-market-opportunity-v0.md using references/market-opportunity-template.md.