startup-business-analyst-market-opportunity — market opportunity analysis for startups startup-business-analyst-market-opportunity, restaurant, community, market opportunity analysis for startups, ide skills, TAM SAM SOM calculations, startup business analyst tools, Claude Code, Cursor, Windsurf

v1.0.0
GitHub

About this Skill

Ideal for Business Intelligence Agents requiring advanced market analysis capabilities, including Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) calculations. startup-business-analyst-market-opportunity is a skill that provides market opportunity analysis for startups, using both bottom-up and top-down methodologies to calculate TAM, SAM, and SOM.

Features

Generates Total Addressable Market (TAM) calculations using bottom-up and top-down methodologies
Calculates Serviceable Available Market (SAM) to identify potential customer segments
Determines Serviceable Obtainable Market (SOM) to estimate realistic market share
Provides guidance on market opportunity analysis tasks and workflows
Offers best practices and checklists for market opportunity analysis

# Core Topics

lucasdreger lucasdreger
[0]
[0]
Updated: 3/6/2026

Agent Capability Analysis

The startup-business-analyst-market-opportunity skill by lucasdreger is an open-source community AI agent skill for Claude Code and other IDE workflows, helping agents execute tasks with better context, repeatability, and domain-specific guidance. Optimized for market opportunity analysis for startups, TAM SAM SOM calculations, startup business analyst tools.

Ideal Agent Persona

Ideal for Business Intelligence Agents requiring advanced market analysis capabilities, including Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) calculations.

Core Value

Empowers agents to perform comprehensive market opportunity analyses using both bottom-up and top-down methodologies, providing actionable insights for startup business development, including market sizing and growth potential assessments, leveraging technical keywords like TAM, SAM, and SOM.

Capabilities Granted for startup-business-analyst-market-opportunity

Generating comprehensive market opportunity analyses for startups
Calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) using bottom-up and top-down approaches
Informing business development strategies with data-driven market insights

! Prerequisites & Limits

  • Requires access to market data and research reports
  • Limited to startup business analysis scope
Labs Demo

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startup-business-analyst-market-opportunity

Install startup-business-analyst-market-opportunity, an AI agent skill for AI agent workflows and automation. Works with Claude Code, Cursor, and Windsurf...

SKILL.md
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Market Opportunity Analysis

Generate a comprehensive market opportunity analysis for a startup, including Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) calculations using both bottom-up and top-down methodologies.

Use this skill when

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

Do not use this skill when

  • The task is unrelated to market opportunity 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.
  • If detailed examples are required, open resources/implementation-playbook.md.

What This Command Does

This command guides through an interactive market sizing process to:

  1. Define the target market and customer segments
  2. Gather relevant market data
  3. Calculate TAM using bottom-up methodology
  4. Validate with top-down analysis
  5. Narrow to SAM with appropriate filters
  6. Estimate realistic SOM (3-5 year opportunity)
  7. Present findings in a formatted report

Instructions for Claude

When this command is invoked, follow these steps:

Step 1: Gather Context

Ask the user for essential information:

  • Product/Service Description: What problem is being solved?
  • Target Customers: Who is the ideal customer? (industry, size, geography)
  • Business Model: How does pricing work? (subscription, transaction, etc.)
  • Stage: What stage is the company? (pre-launch, seed, Series A)
  • Geography: Initial target market (US, North America, Global)

Step 2: Activate market-sizing-analysis Skill

The market-sizing-analysis skill provides comprehensive methodologies. Reference it for:

  • Bottom-up calculation frameworks
  • Top-down validation approaches
  • Industry-specific templates
  • Data source recommendations

Step 3: Conduct Bottom-Up Analysis

For B2B/SaaS:

  1. Define customer segments (company size, industry, use case)
  2. Estimate number of companies in each segment
  3. Determine average contract value (ACV) per segment
  4. Calculate TAM: Σ (Segment Size × ACV)

For Consumer/Marketplace:

  1. Define target user demographics
  2. Estimate total addressable users
  3. Determine average revenue per user (ARPU)
  4. Calculate TAM: Total Users × ARPU × Frequency

For Transactions/E-commerce:

  1. Estimate total transaction volume (GMV)
  2. Determine take rate or margin
  3. Calculate TAM: Total GMV × Take Rate

Step 4: Gather Market Data

Use available tools to research:

  • WebSearch: Find industry reports, market size estimates, public company data
  • Cite all sources with URLs and publication dates
  • Document assumptions clearly

Recommended data sources (from skill):

  • Government data (Census, BLS)
  • Industry reports (Gartner, Forrester, Statista)
  • Public company filings (10-K reports)
  • Trade associations
  • Academic research

Step 5: Top-Down Validation

Validate bottom-up calculation:

  1. Find total market category size from research
  2. Apply geographic filters
  3. Apply segment/product filters
  4. Compare to bottom-up TAM (should be within 30%)

If variance > 30%, investigate and explain differences.

Step 6: Calculate SAM

Apply realistic filters to narrow TAM:

  • Geographic: Regions actually serviceable
  • Product Capability: Features needed to serve
  • Market Readiness: Customers ready to adopt
  • Addressable Switching: Can reach and convert

Formula:

SAM = TAM × Geographic % × Product Fit % × Market Readiness %

Step 7: Estimate SOM

Calculate realistic obtainable market share:

Conservative Approach (Recommended):

  • Year 3: 2-3% of SAM
  • Year 5: 4-6% of SAM

Consider:

  • Competitive intensity
  • Available resources (funding, team)
  • Go-to-market effectiveness
  • Differentiation strength

Step 8: Create Market Sizing Report

Generate a comprehensive markdown report with:

Section 1: Executive Summary

  • Market opportunity in one paragraph
  • TAM/SAM/SOM headline numbers

Section 2: Market Definition

  • Problem being solved
  • Target customer profile
  • Geographic scope
  • Time horizon

Section 3: Bottom-Up Analysis

  • Customer segment breakdown
  • Segment sizing with sources
  • TAM calculation with formula
  • Assumptions documented

Section 4: Top-Down Validation

  • Industry category and size
  • Filter application
  • Validated TAM
  • Comparison to bottom-up

Section 5: SAM Calculation

  • Filters applied with rationale
  • SAM formula and result
  • Segment-level breakdown

Section 6: SOM Projection

  • Market share assumptions
  • Year 3 and Year 5 estimates
  • Customer count implications
  • Revenue projections

Section 7: Market Growth

  • Industry growth rate (CAGR)
  • Key growth drivers
  • 5-year market evolution

Section 8: Validation and Sanity Checks

  • Public company comparisons
  • Customer count validation
  • Competitive context

Section 9: Investment Thesis

  • Market opportunity assessment
  • Key positives and risks
  • Venture-scale potential
  • Next steps

Step 9: Save Report

Offer to save the report as a markdown file:

  • Suggest filename: market-opportunity-analysis-YYYY-MM-DD.md
  • Use Write tool to create file
  • Confirm file location with user

Tips for Best Results

Do:

  • Start with bottom-up (most credible)
  • Always triangulate with top-down
  • Cite all data sources
  • Document every assumption
  • Be conservative on SOM
  • Compare to public company benchmarks
  • Explain any data gaps or limitations

Don't:

  • Rely solely on top-down
  • Cherry-pick optimistic data
  • Claim >10% SOM without strong justification
  • Mix methodologies inappropriately
  • Ignore competitive context
  • Skip validation steps

Example Usage

User: /market-opportunity

Claude: I'll help you create a comprehensive market opportunity analysis. Let me start by gathering some context.

What product or service are you analyzing?
→ "AI-powered email marketing for e-commerce companies"

Who are your target customers?
→ "E-commerce companies with $1M+ annual revenue in North America"

What's your pricing model?
→ "Subscription: $50-500/month based on email volume, average $300/month"

[Claude proceeds with analysis, gathering data, calculating TAM/SAM/SOM, and generating report]

Integration with Other Commands

This command pairs well with:

  • /financial-projections - Use SOM to build revenue model
  • /business-case - Include market sizing in business case

Notes

  • Market sizing typically takes 30-60 minutes for thorough analysis
  • Quality depends on data availability - explain limitations
  • Update annually as market evolves
  • Conservative estimates build credibility with investors

FAQ & Installation Steps

These questions and steps mirror the structured data on this page for better search understanding.

? Frequently Asked Questions

What is startup-business-analyst-market-opportunity?

Ideal for Business Intelligence Agents requiring advanced market analysis capabilities, including Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) calculations. startup-business-analyst-market-opportunity is a skill that provides market opportunity analysis for startups, using both bottom-up and top-down methodologies to calculate TAM, SAM, and SOM.

How do I install startup-business-analyst-market-opportunity?

Run the command: npx killer-skills add lucasdreger/restaurant/startup-business-analyst-market-opportunity. It works with Cursor, Windsurf, VS Code, Claude Code, and 19+ other IDEs.

What are the use cases for startup-business-analyst-market-opportunity?

Key use cases include: Generating comprehensive market opportunity analyses for startups, Calculating Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) using bottom-up and top-down approaches, Informing business development strategies with data-driven market insights.

Which IDEs are compatible with startup-business-analyst-market-opportunity?

This skill is compatible with Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer. Use the Killer-Skills CLI for universal one-command installation.

Are there any limitations for startup-business-analyst-market-opportunity?

Requires access to market data and research reports. Limited to startup business analysis scope.

How To Install

  1. 1. Open your terminal

    Open the terminal or command line in your project directory.

  2. 2. Run the install command

    Run: npx killer-skills add lucasdreger/restaurant/startup-business-analyst-market-opportunity. The CLI will automatically detect your IDE or AI agent and configure the skill.

  3. 3. Start using the skill

    The skill is now active. Your AI agent can use startup-business-analyst-market-opportunity immediately in the current project.

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