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Coinrule
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Machine learning meets stock analysis for smarter screening and faster opportunity discovery.

4.3
Excellent 4.3
Trustpilot
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Custom screening models

Build personalized screening algorithms

You train custom models by marking stocks that match your investment style and risk tolerance. The AI learns your preferences for growth versus value, large-cap versus small-cap and sector biases. Over time, screening results become more aligned with opportunities you would naturally select.

Multi-broker execution ready

Coinrule connects screening results directly to execution across Charles Schwab, E*TRADE, Tastytrade and Robinhood so promising candidates can trigger automated buy orders when your criteria are met.

Features and Benefits

Real-time pattern recognition across markets

Machine learning models scan thousands of stocks simultaneously for emerging patterns and anomalies. The system identifies when individual names exhibit unusual relative strength compared to sector peers or broader indices. Pattern recognition algorithms spot early signs of institutional accumulation through volume analysis and price action. You receive alerts within minutes of pattern confirmation rather than discovering opportunities hours later through manual screening.

Fundamental analysis enhanced by automation

Beyond technical screening, the platform analyzes earnings revisions, analyst sentiment and financial ratios using natural language processing. Machine learning correlates fundamental changes with subsequent price movements to identify which metrics matter most for different stock categories. The system flags when companies report metrics that historically precede significant moves.

Portfolio integration and risk management

Screening results consider your existing positions to avoid overconcentration in similar names or sectors. The automation suggests position sizes based on volatility and correlation with current holdings. Risk management algorithms prevent screening alerts that would push portfolio beta or sector allocation beyond your specified limits.

Integration with broker execution systems

Screening alerts connect seamlessly to order management systems across supported brokers. When the automation identifies qualifying opportunities, you can set automatic buy orders with predefined position sizes and risk parameters. The system handles order routing and execution while you focus on strategy refinement and portfolio management.

FAQ

Frequently Asked Questions

Trader Reviews

This section displays customer reviews, ratings, and testimonials from traders who use our platform.
4.3
Excellent 4.3
Trustpilot
Marcus K. reviewer profile iconMarcus K.
Finally found patterns I was missing manually.
Elena R. reviewer profile iconElena R.
The AI catches breakouts before my old screeners even register them.
Viktor S. reviewer profile iconViktor S.
I was skeptical about machine learning for stocks, but the pattern recognition is genuinely impressive and saves hours of manual chart review.
Sofia M. reviewer profile iconSofia M.
My hit rate improved significantly with intelligent screening.
Chen W. reviewer profile iconChen W.
Backtesting showed me which parameters actually work versus what I thought worked.
Priya N. reviewer profile iconPriya N.
The system learns my style better than I expected. Screening results keep getting more relevant to opportunities I would actually trade.

Additional Benefits

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Advanced pattern recognition capabilities

The machine learning engine identifies complex multi-timeframe patterns that traditional screeners miss entirely. Algorithms detect when daily patterns align with weekly trends and monthly cycles for higher-probability setups. The system recognizes subtle price action signatures that precede major moves, including institutional accumulation patterns and smart money distribution phases.

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Sector rotation and market regime awareness

Intelligent screening adapts to changing market leadership and sector rotation cycles. The platform identifies when growth stocks outperform value names or when small-caps lead large-caps. Machine learning models adjust screening criteria based on current market regime, emphasizing momentum strategies during trending periods and mean reversion approaches during range-bound markets.

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Options flow integration for enhanced signals

The system incorporates unusual options activity and institutional flow data to enhance screening accuracy. When large option positions suggest directional bias, screening algorithms weight those signals alongside technical and fundamental factors. This multi-dimensional approach provides earlier warning of potential moves compared to price-only analysis.

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Custom alert delivery and prioritization

You control how screening results reach you through customizable alert systems. High-priority opportunities trigger immediate notifications while lower-confidence signals queue for batch delivery. The platform learns which alert types you act on most frequently and prioritizes similar opportunities in future screening cycles.

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Performance tracking and strategy refinement

Detailed analytics track how screening strategies perform over time with position-level attribution analysis. The system identifies which screening criteria generate the best risk-adjusted returns and suggests parameter adjustments based on changing market conditions. Performance data helps you refine models continuously for improved results.

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