How ESEN AI Stock Grading Works
ESEN Analytics uses a systematic AI-powered grading model to evaluate every US stock on a scale from A+ to D. Updated every 12 hours. Not investment advice.
ESEN AI Grade Scale
| Grade | Signal | Score Range | Description |
|---|---|---|---|
| A+ | Strong Buy | 90–100 | Exceptional fundamentals, strong momentum, low risk |
| A | Buy | 80–89 | Strong quality, solid growth, attractive valuation |
| A- | Mild Buy | 75–79 | Above-average quality with minor risk factors |
| B+ | Mild Buy | 70–74 | Good fundamentals, some valuation concerns |
| B | Hold | 60–69 | Average quality, mixed signals |
| C | Caution | 45–59 | Below-average, elevated risk factors |
| D | Avoid | 0–44 | Poor fundamentals, high risk, weak momentum |
How the ESEN Master Score is Calculated
The ESEN AI Master Score combines six institutional-grade factors into a single composite score from 0 to 100. Each factor is weighted based on its predictive significance for 6–12 month returns.
📊 Earnings Momentum
EPS growth YoY, forward PE, earnings revision trends. Zacks-style momentum scoring.
💰 Quality & Value
P/E ratio, revenue growth, EPS quality, Seeking Alpha composite quality score.
🏰 Growth & Moat
Revenue CAGR, competitive moat strength, ecosystem lock-in, 52-week return.
⚖️ Valuation Safety
PE vs historical, PEG ratio, price-to-book, valuation premium/discount to peers.
🏦 Institutional Flow
Smart money positioning, institutional ownership changes, crowding risk assessment.
📉 Risk & Volatility
Beta, drawdown risk, systematic risk filters, penalty overlays for mega-cap crowding.
Frequently Asked Questions
What is the ESEN AI Grade?
The ESEN AI Grade is a systematic stock rating from A+ to D that evaluates US equities based on six factors: earnings momentum, quality/value composite, growth sustainability, valuation safety, institutional flow, and risk. Updated every 12 hours.
How often is the ESEN Grade updated?
ESEN AI grades are recalculated every 12 hours using the latest market data, earnings revisions, and institutional flow signals.
Is ESEN an investment advisor?
No. ESEN Analytics Systems is a financial research software platform. All grades, scores, and analyses are for educational and informational purposes only. They do not constitute investment advice or trading signals.
Which stocks does ESEN cover?
ESEN covers US-listed equities including S&P 500 stocks, Nasdaq 100 companies, and selected growth and ETF instruments. The coverage universe is continuously expanding.
What is the difference between ESEN PLUS and Enterprise?
PLUS ($19.99/mo) includes full stock ranks, earnings calendar with AI grades, and screener access. Enterprise ($79.99/mo) adds the ESEN Deep Analysis — an 11-section institutional report with DCF valuation, moat scoring, and macro assessment.
Explore ESEN Analytics
ESEN Analytics Systems LLC is a financial technology software provider registered in Wyoming, USA. The platform does not provide investment advice, brokerage services, or automated trade execution. All information is for educational purposes only. Not investment advice.