startup-business-analyst-market-opportunity

sickn33/antigravity-awesome-skills · updated Apr 8, 2026

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$npx skills add https://github.com/sickn33/antigravity-awesome-skills --skill startup-business-analyst-market-opportunity
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summary

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.

skill.md

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
how to use startup-business-analyst-market-opportunity

How to use startup-business-analyst-market-opportunity on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add startup-business-analyst-market-opportunity
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/sickn33/antigravity-awesome-skills --skill startup-business-analyst-market-opportunity

The skills CLI fetches startup-business-analyst-market-opportunity from GitHub repository sickn33/antigravity-awesome-skills and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/startup-business-analyst-market-opportunity

Reload or restart Cursor to activate startup-business-analyst-market-opportunity. Access the skill through slash commands (e.g., /startup-business-analyst-market-opportunity) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

Submit your Claude Code skill and start earning

GET_STARTED →

Use Cases

User Story & Requirements Generation

Create detailed user stories, acceptance criteria, and feature specs

Example

Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios

Reduce spec writing time by 50%, ensure comprehensive coverage

Competitive Analysis

Research competitors, compare features, identify gaps

Example

Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities

Complete competitive research in 2 hours instead of 2 days

Roadmap Prioritization

Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs

Example

Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale

Make data-driven prioritization decisions faster

Stakeholder Communication

Draft PRDs, status updates, and stakeholder presentations

Example

Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement

Save 3-5 hours/week on communication overhead

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client
  • Access to product documentation and roadmap tools (Jira, Notion, etc.)
  • Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
  • Stakeholder contact information and communication channels

Time Estimate

30-60 minutes to see productivity improvements

Installation Steps

  1. 1.Install product management skill
  2. 2.Start with user story generation for known feature
  3. 3.Progress to competitive analysis: research 2-3 competitors
  4. 4.Use for roadmap prioritization: apply RICE/ICE scoring
  5. 5.Draft stakeholder communications and refine based on feedback
  6. 6.Build template library for recurring PM tasks
  7. 7.Share effective prompts with product team

Common Pitfalls

  • Not validating competitive research—verify facts before sharing
  • Accepting user stories without involving engineering team
  • Over-relying on frameworks without qualitative judgment
  • Not customizing outputs to company culture and communication style
  • Skipping stakeholder validation of generated requirements

Best Practices

✓ Do

  • +Validate research and competitive analysis with real data
  • +Collaborate with engineering when generating technical requirements
  • +Customize frameworks and templates to your company context
  • +Use skill for first drafts, refine with stakeholder input
  • +Document successful prompt patterns for PM tasks
  • +Combine AI efficiency with human judgment and intuition

✗ Don't

  • Don't publish competitive analysis without fact-checking
  • Don't finalize user stories without engineering review
  • Don't make prioritization decisions solely on AI scoring
  • Don't skip customer validation of generated requirements
  • Don't ignore company-specific context and culture

💡 Pro Tips

  • Provide context: company goals, constraints, customer feedback
  • Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
  • Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
  • Use skill for 70% generation + 30% customization to company needs

When to Use This

✓ Use When

Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.

✗ Avoid When

Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.

Learning Path

  1. 1Basic: user stories, feature specs, status updates
  2. 2Intermediate: competitive analysis, prioritization frameworks, PRDs
  3. 3Advanced: product strategy, go-to-market planning, OKR setting
  4. 4Expert: product vision, market positioning, business model innovation

Discussion

Product Hunt–style comments (not star reviews)
  • No comments yet — start the thread.
general reviews

Ratings

4.846 reviews
  • Aditi Johnson· Dec 20, 2024

    Keeps context tight: startup-business-analyst-market-opportunity is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Ganesh Mohane· Dec 16, 2024

    startup-business-analyst-market-opportunity is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Harper Diallo· Dec 16, 2024

    Registry listing for startup-business-analyst-market-opportunity matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Ava Tandon· Nov 11, 2024

    I recommend startup-business-analyst-market-opportunity for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Harper Huang· Nov 7, 2024

    startup-business-analyst-market-opportunity reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Daniel Gonzalez· Oct 26, 2024

    I recommend startup-business-analyst-market-opportunity for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Nia Khanna· Oct 2, 2024

    startup-business-analyst-market-opportunity reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Zara Agarwal· Sep 25, 2024

    startup-business-analyst-market-opportunity reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Luis Flores· Sep 17, 2024

    startup-business-analyst-market-opportunity is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Mei Tandon· Sep 13, 2024

    We added startup-business-analyst-market-opportunity from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

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