Institutional-Grade Intelligence.
Built for Retail Traders.
Most retail traders are overwhelmed by data and underserved by tools built for institutions. PEN Stock Terminal changes that — turning thousands of data points into one clear, actionable signal every day.
The Process
Extraction → Analysis → Delivery
Every signal follows a rigorous three-stage pipeline
Extraction
Real-time data pulled from APIs, cloud databases, and web scrapers — covering prices, technicals, insider activity, sentiment, and sector trends.
Analysis
Each stock is scored across EMA crossovers, RSI, MACD, VWAP, Fibonacci levels, short interest, insider transactions, and analyst sentiment.
Delivery
Each stock receives a BUY / WATCH / AVOID verdict with a full trade plan — stop loss, profit target, buy range, and reasoning. Updated daily.
Data Infrastructure
Multi-Layered Intelligence Engine
Built on a multi-source data pipeline combining real-time APIs, cloud analytics, and advanced market data aggregation.
API Layer
- Polygon.io
- News API
- Google Cloud NLP
- StockTwits
Cloud & Storage
- Google BigQuery
- Google Sheets
Web Analytics
- Fidelity
- MarketBeat
- OpenInsider
- Yahoo Finance
- TipRanks
Signal System
Understanding the Verdict
Every stock receives one of three verdicts — backed by multi-factor analysis across technical, fundamental, and sentiment data.
Strong momentum, technical breakout confirmed, favorable risk/reward. High-conviction setup worth entering.
Setup forming but not yet confirmed. Monitor closely — could trigger a BUY signal within days.
Weak momentum, unfavorable technicals, or elevated risk. Not suitable for entry at this time.
This Terminal Runs on Passion — and Your Support
PEN Stock Terminal is a side project I personally build and maintain outside of working hours. Every script, every signal, every update — crafted manually to help traders like you make better decisions with real data.
If our signals have ever helped you spot a winning trade, even a small contribution goes a long way in keeping this platform running, improving the data pipeline, and expanding coverage to more stocks and features.
Every coffee keeps the terminal alive ☕
Disclaimer: PEN Stock Terminal is for informational and educational purposes only. Nothing on this platform constitutes financial advice, investment recommendations, or an offer to buy or sell any security. Always conduct your own research and consult a licensed financial advisor before making any investment decisions. Past performance is not indicative of future results.