Platform Launch Analyzer

A comprehensive assessment tool for evaluating platform business viability based on the Azoulay & Tucker Platform Strategy framework. This skill helps entrepreneurs make data-driven decisions about whether to pursue a platform strategy.

Quick Start

For a 5-minute viability check:

python scripts/quick_check.py

For a comprehensive assessment:

python scripts/platform_assessment.py --interactive

When to Use This Skill

Use this skill when:

• Evaluating a new platform business idea
• Deciding between platform vs. traditional business model
• Preparing for investor pitches
• Assessing competitive positioning
• Identifying weaknesses in platform strategy
• Planning platform launch sequence

Core Components

Assessment Scripts

Quick Check (5 minutes)

scripts/quick_check.py - Rapid pass/fail assessment covering:

• Critical requirements (must-pass)
• Major indicators (key success factors)
• Red flags identification

Run this first to determine if deeper analysis is warranted.

Comprehensive Assessment (20 minutes)

scripts/platform_assessment.py - Detailed evaluation across six dimensions:

1. Core Definition (Coring) - Platform design quality
2. Network Effects - Growth potential
3. Seeding Strategy - Launch viability
4. Competitive Dynamics - Market positioning
5. Value Creation - Problem-solving clarity
6. Pricing Strategy - Monetization approach

Generates detailed report with:

• Numerical scores by category
• Specific strengths and risks
• Strategic recommendations
• Next steps guidance

Usage Modes

Interactive Mode (Recommended for first-time use):

python scripts/platform_assessment.py --interactive

Guides you through questions with explanations.

Batch Mode (For multiple assessments):

python scripts/platform_assessment.py --input assessment.json --output report.txt

Use templates in assets/ folder.

JSON Output (For integration):

python scripts/platform_assessment.py --input assessment.json --format json

Structured data for further analysis.

Reference Guides

Load these references when diving deep into specific areas:

Platform Design

references/coring_checklist.md - Comprehensive guide covering:

• The 5 essential coring questions
• Platform core coherence test
• Governance design patterns
• Control mechanisms
• Common coring failures

Use when: Designing or refining platform core

Launch Strategy

references/seeding_strategies.md - Tactical playbook including:

• Overcoming chicken-egg problem
• Marquee user acquisition
• Geographic concentration strategies
• Stand-alone value creation
• Incentive design
• Industry-specific tactics

Use when: Planning go-to-market strategy

Competition Analysis

references/competitive_dynamics.md - Strategic framework covering:

• WTAoM (Winner-Take-All or Most) assessment
• Competitive tactics (offensive/defensive)
• Tipping point indicators
• Platform war patterns
• Exit strategies

Use when: Analyzing competitive landscape

Assessment Examples

Using Templates

1. Copy template:

cp assets/assessment_template.json my_platform.json

2. Edit with your platform details

3. Run assessment:

python scripts/platform_assessment.py --input my_platform.json

Learning from Examples

Study successful platform assessments:

• assets/example_airbnb.json - How AirBnB would score

Interpreting Results

Overall Scores

• 75-100%: Strong viability - proceed with confidence
• 60-74%: Moderate viability - address weaknesses first
• 45-59%: Questionable - significant challenges
• <45%: Weak viability - reconsider platform approach

Category Thresholds

Critical categories (must score >50%):

• Core Definition
• Network Effects
• Seeding Strategy

Important categories (should score >40%):

• Competitive Dynamics
• Value Creation
• Pricing Strategy

Red Flags (Automatic Concerns)

• Undefined platform sides
• No solution to chicken-egg problem
• Weak network effects
• No differentiation from competitors
• Unclear monetization path

Advanced Usage

Comparative Analysis

Run assessments for multiple variations:

# Assess marketplace model
python scripts/platform_assessment.py --input marketplace_model.json --output marketplace_report.txt

# Assess SaaS-platform hybrid
python scripts/platform_assessment.py --input hybrid_model.json --output hybrid_report.txt

Sensitivity Analysis

Test different scenarios:

1. Best case (strong network effects)
2. Base case (moderate assumptions)
3. Worst case (weak network effects)

Iteration Tracking

Save assessments over time:

# Name with dates
python scripts/platform_assessment.py --input platform.json --output reports/2024_01_assessment.txt

Decision Framework

Based on assessment results:

GREEN LIGHT (Score >75%)

1. Proceed with detailed business planning
2. Build MVP/prototype
3. Begin marquee user recruitment
4. Seek seed funding

YELLOW LIGHT (Score 60-74%)

1. Address identified weaknesses
2. Run focused experiments
3. Refine platform core
4. Re-assess in 30 days

RED LIGHT (Score <60%)

1. Consider pivot options
2. Evaluate traditional business model
3. Study successful platforms in space
4. Major redesign if proceeding

Best Practices

Before Assessment

• Have clear platform concept
• Identify both/all sides
• Understand target users
• Research competitors

During Assessment

• Be honest about weaknesses
• Don't inflate scores
• Consider worst-case scenarios
• Think 10x scale implications

After Assessment

• Share report with advisors
• Address weaknesses systematically
• Re-assess after major changes
• Track scores over time

Common Pitfalls

Platform Envy: Not every business should be a platform. Score <60% suggests traditional model may be better.

Core Lock-in: Platform cores are sticky. Design carefully before launch.

Subsidy Trap: Sustainable unit economics essential. Don't rely on endless subsidies.

Feature Creep: Focus on core interaction, not features.

Quick Reference Card

MUST HAVE:
✓ Clear sides definition
✓ Identified value unit  
✓ Network effects potential
✓ Chicken-egg solution
✓ Differentiation

WARNING SIGNS:
✗ 3+ sides at launch
✗ No stand-alone value
✗ Pure subsidy-based growth
✗ Commodity offering
✗ No control mechanisms

VALIDATION METHODS:
• Paper prototype test
• Wizard of Oz test
• Cohort analysis
• Unit economics model
• Competitive analysis