Core Signal Families
The investor lens focuses on 8 distinct, high-value signal families:funding_round: Undisclosed or early-stage capital injection indicators.hiring_surge: Rapid headcount growth, specifically in engineering or GTM roles.international_expansion: Opening offices in new geographic markets.product_launch: Major V2 launches or pivot indicators.executive_hire: Bringing on experienced, late-stage executives.partnership_channel: Strategic alliances with enterprise players.revenue_signal: Milestone announcements or ARR crossing indicators.risk_indicator: Layoffs, executive flight, or negative market sentiment.
5-Dimension Scoring Model
The scoring engine evaluates the attractiveness of an investment opportunity across 5 dimensions, resulting in atotalInvestmentScore (0-100):
- Growth Trajectory (0-30): Velocity of hiring, web traffic, and developer activity.
- Market Timing (0-20): Alignment with macro trends and recent competitor funding.
- Team Strength (0-20): Caliber of recent executive hires and founder pedigree.
- Product Maturity (0-15): Indications of enterprise readiness and tech stack evolution.
- Risk Assessment (0-15): Negative weighting for churn, layoffs, or regulatory issues.
Priority Bands
Companies are categorized into investment priority bands based on their total score:Prime Opportunity (80+)
Immediate review required. The company exhibits compounding hyper-growth signals.