Why Most Investment Decisions Are Flawed
Cognitive bias, information asymmetry, and pattern matching create systematic errors in deal evaluation.
Confirmation Bias
Investors tend to favor deals that confirm their existing beliefs. Research shows this leads to 40% of missed opportunities in unfamiliar sectors.
Inconsistent Criteria
Different team members evaluate on different dimensions. Without standardized criteria, deal quality becomes subjective and difficult to compare.
Information Overload
Reviewing 50+ pitch decks, data rooms, and market reports per quarter creates cognitive fatigue that degrades decision quality over time.
Pattern Matching Limits
Looking for “the next Uber for X” misses genuinely novel opportunities. Structured framework analysis evaluates fundamentals, not narratives.
Structured Intelligence for Every Deal
Multi-framework AI evaluation that gives you objective, reproducible analysis across every dimension of startup potential.
Multi-Framework Deal Scoring
Every deal is evaluated across 110+ frameworks simultaneously — market sizing, competitive dynamics, unit economics, team assessment, product-market fit, and moat analysis. Reproducible methodology, transparent reasoning.
Comparative Deal Analysis
Compare multiple startups side-by-side across the same evaluation dimensions. See where each deal excels and where it falls short.
Bias Reduction
Multi-model AI cross-validates opinions, reducing 15+ documented cognitive biases. Decisions grounded in evidence, not pattern matching.
Investment Memos
Auto-generate structured investment memos with scores, risk analysis, opportunity assessment, and key questions for due diligence.
Portfolio Tracking
Re-evaluate portfolio companies over time. Track improvement trajectories, identify struggling companies early, and quantify mentor/board impact.
Your Deal Evaluation Workflow
Input Deal Information
Paste a pitch deck summary, business description, or have the founder complete a VentureMerit assessment directly. Takes 5 minutes.
AI Multi-Framework Analysis
Our ensemble AI evaluates across 110+ frameworks with transparent reasoning. Market sizing, competition, financials, team, product-market fit — every dimension scored.
Compare and Decide
Stack deals side-by-side with standardized scores. Filter by dimension, sort by readiness, and identify the strongest opportunities with data-backed confidence.
Generate Investment Memo
Export a professional investment memo with scores, risk factors, key strengths, and recommended due diligence questions. Share with co-investors and IC members.