Deterministic Venture Science

Scoring & Matching Methodology

Most entrepreneurship advice consists of generic blog posts and open-ended chatbot prompts. OpenTunity approaches venture formation as an engineering problem: four quantitative pillars combined through deterministic venture modeling.

Calculate your founder profile View transparent plans

Math Over Open-Ended Chat

LLMs are notorious for hallucinating trendy, unviable business ideas. OpenTunity strictly isolates AI: the matching algorithm is 100% deterministic code. Generative AI is only engaged downstream for drafting execution deliverables.

Immutable Benchmarks

We never scrape unverified web lists. Our 20 business models are vetted against real-world economic databases, US Bureau of Labor Statistics (BLS) prevailing wages, and state commercial registration fees.

Pre-Mortem Failure Traps

Every business model possesses an inherent fatal trap—whether it is customer concentration, delayed accounts receivable, or compliance overhead. We calculate your defense shields before you spend a single dollar.

The Mathematical Model

The 4 Scoring Pillars

How individual compatibility is quantified into a 0 to 100 composite fit score.

Founder DNA

25% Weight

Measures 20 behavioral traits derived from the Situational Judgment Test. Rather than asking what you prefer, it measures how you behave under pressure:

• Risk Tolerance• Stress Stamina• Sales Orientation• Operational Discipline• Ambiguity Tolerance• Negotiation Comfort

Capability & Constraints

25% Weight

Applies hard economic boundaries so you are never matched with an idea you cannot fund or execute:

• Liquid Startup Budget• Weekly Hours Available• Technical / Tool Fluency• Physical vs. Remote Limits• Emergency Cash Runway• Geographic Jurisdiction

Business Model Economics

30% Weight

Evaluates the structural financial profile of each business model against your personality and capital ceiling:

• Average Startup Cost• Breakeven Horizon (Months)• Typical Net Profit Margin• Operational Complexity Tier• Working Capital Lag• Recurring Contract Ratio

Local Market Intelligence

20% Weight

Factors in geographic advantages and regulatory hurdles specific to US states:

• State Filing & Franchise Fees• Commercial Rent Index• Prevailing Hourly Wage• Licensing & Permitting Burden• Competitor Density Index• Regional Seasonality Factor

Transparency Guarantee

Deterministic Multidimensional Synthesis

Our engine produces an auditable score between 0 and 100. Every business model is ranked using real-time deterministic calibration across four balanced evaluation layers:

// 4-Layer Synthesis Framework0 - 100 Calibration

Behavioral Alignment25% Weight

Euclidean cosine similarity across 20 normalized psychometric dimensions.

Economic Constraints25% Weight

Budget feasibility curve with structural penalties for capital deficits.

Business Model Fit30% Weight

Operational margin profile and breakeven horizon tolerance matching.

Local Market Viability20% Weight

State-level regulatory friction and prevailing wage normalization.

Experience the decision engine firsthand

Discover the business that mathematically fits your skills, capital, and local market.

Start free assessment