Deploy machine learning strategies on US stocks and ETFs through Alpaca. AI-powered execution adapts to equity market patterns while you maintain control over position sizing and risk limits.
340k+
stock traders using automation
720k+
equity trades automated
Alpaca
+ 15 Crypto Exchanges
Automate equity positions on US stocks and ETFs through Alpaca with machine learning optimization. AI Stock Trading applies intelligent algorithms to your defined strategies whether targeting AAPL momentum, SPY mean reversion or sector rotation across tech and energy names. Connect your brokerage account via API and the platform handles execution while adaptive systems learn from each trade to improve timing and fill quality over hundreds of positions.
Equity markets exhibit different patterns than crypto requiring stock-specific optimization. Overnight gaps, earnings volatility and options expiration create unique dynamics. Intelligent systems learn these equity-specific patterns improving execution around market open, lunch hour lulls and closing auctions. The platform adapts to stock market rhythms rather than applying crypto timing logic inappropriately to equity positions where session boundaries matter significantly.
Spread positions across individual stocks and ETFs like SPY, QQQ and sector funds. Run momentum strategies on tech leaders while deploying mean reversion on value names. The platform manages multi-asset portfolios learning how different equity categories respond to your rule logic. Correlation analysis prevents overconcentration in similar positions while intelligent allocation optimizes exposure across your equity universe.
Stock market automation
Stock trading involves different risk considerations than crypto including overnight exposure and gap risk. Configure rules to exit positions before market close or hold through off-hours depending on strategy requirements. The platform understands equity market hours adjusting execution logic for pre-market, regular session and after-hours periods. Stop losses account for gap potential on high-volatility names around earnings dates.
Alpaca broker integration
Alpaca provides commission-free stock trading while the platform adds intelligent automation on top. Connect via secure API permitting only trade execution without withdrawal access. Your equity positions remain at the brokerage under your control while adaptive systems optimize strategy execution. This non-custodial model means Coinrule never holds your assets while providing sophisticated automation capabilities.
Low Volatility Buy And Sell
Identifies accumulation when MA200, MA100 and MA50 converge closely. Buys when MA50 crosses above MA100 anticipating breakout. ML learns optimal entry timing around crossovers for equity positions. Exits after 8 percent gain or 4 percent loss.
Safe Trend Following
Sells holdings dropping 5 percent in 24 hours then buys best performers. Rebalances from weakness to strength. Adds stop loss and take profit on new positions. Dynamic portfolio management for equity positions with protective exits.
Multi Time Frame Buy Low Sell High
Catches price reversals using multi-timeframe RSI approach. Take profit on each trade with stop loss when overall loss exceeds threshold. ML optimizes timeframe weighting based on current volatility regime.
Trend-Following RSI Strategy
Buys when RSI exceeds 70 on 4-hour charts signaling momentum continuation. ML identifies which momentum readings historically sustained versus faded. Exits when RSI drops below 55 or price gains 6 percent.
Super Scalper
Trades top 20 assets using Supertrend and volume surges above 200 percent of average. High-frequency approach executing 80 trades weekly on major pairs. ML optimizes timing around volume spikes for better fills.
Low Volatility Buy And Sell
Identifies accumulation when MA200, MA100 and MA50 converge closely. Buys when MA50 crosses above MA100 anticipating breakout. ML learns optimal entry timing around crossovers for equity positions. Exits after 8 percent gain or 4 percent loss.
Safe Trend Following
Sells holdings dropping 5 percent in 24 hours then buys best performers. Rebalances from weakness to strength. Adds stop loss and take profit on new positions. Dynamic portfolio management for equity positions with protective exits.
Multi Time Frame Buy Low Sell High
Catches price reversals using multi-timeframe RSI approach. Take profit on each trade with stop loss when overall loss exceeds threshold. ML optimizes timeframe weighting based on current volatility regime.
Trend-Following RSI Strategy
Buys when RSI exceeds 70 on 4-hour charts signaling momentum continuation. ML identifies which momentum readings historically sustained versus faded. Exits when RSI drops below 55 or price gains 6 percent.
Super Scalper
Trades top 20 assets using Supertrend and volume surges above 200 percent of average. High-frequency approach executing 80 trades weekly on major pairs. ML optimizes timing around volume spikes for better fills.
Rebalance With Protection
Sells best performer and buys worst performer daily. Adds 2 percent stop and 1 percent take profit on rebalanced positions. Contrarian approach betting on mean reversion. ML learns optimal rebalance frequency for stock portfolios.
Maximized Scalping On Trend
Buys when price below MA9, MA50 above MA100 and RSI above 50 on 1-hour charts. Exits when RSI exceeds 70 or drops below 30. Scalping for trending markets with momentum confirmation and ML-optimized timing.
Short Term RSI and SMA Percentage Change
Uses RSI above 50, MA9 greater than MA100 and MA9 increasing 6 percent on 5-minute charts. Fast momentum system for active traders. ML optimizes percentage change thresholds. Exits on 5 percent trailing stop.
Buy The Dip In Bull Market
Uses RSI for dip entries during uptrends. Buys when RSI below 35 on 4-hour charts with MA9 above MA200 confirming bullish structure. Exits when MA9 above MA50 and below price. Only trades within established uptrends.
Volatility Spike Scalper
Identifies volatility spikes via ATR increases above 35 percent in 10-minute windows. Enters immediately on spike detection. Exits after 3 percent gain or when ATR drops 50 percent. Profits from sudden movements.
Manage equity portfolios across individual stocks and ETFs with intelligent position management. Run growth strategies on tech names, value approaches on dividend stocks and momentum rules on sector ETFs simultaneously. The platform balances exposure preventing overconcentration while adaptive systems learn which equity categories respond best to each strategy type in current market regimes.
Alpaca provides commission-free execution on US equities while AI Stock Trading handles intelligent order management. Limit orders, market orders and stop orders route through brokerage APIs with adaptive timing around market microstructure. The system learns optimal order types and timing for different stock volatility profiles. High-volume names like AAPL and TSLA receive different treatment than lower-liquidity small caps.
Backtest stock strategies against years of equity market data including major events like earnings seasons, Fed meetings and sector rotations. ML analysis reveals how rules performed across bull markets, corrections and volatility spikes. Test whether momentum approaches on tech stocks historically outperformed value strategies on financials. Evidence-based strategy development for equity portfolios.
Alpaca offers paper trading with live market data. Test equity strategies using simulated execution before committing real capital. Observe how rules handle market opens, earnings announcements and sector rotations. After validating performance across 40 paper trades, transition to live execution with small position sizes. Progressive validation reduces risk of deploying untested approaches.
Build StrategyFAQ
Michael R.
Charlotte H.
Raj P.
Ingrid L.
Matt M.
Chen W.
Stock automation requires Alpaca account plus platform subscription. Alpaca provides commission-free equity execution. Platform subscription covers intelligent automation starting at $29 monthly. Higher tiers unlock more strategies and advanced features. Combined cost significantly below traditional advisory fees while providing sophisticated automation capabilities. All tiers support equity automation with ML optimization included.
Connect Alpaca brokerage via OAuth authentication. Browse stock-optimized templates or build custom equity strategies using visual rule builder. Test approaches in Alpaca paper trading mode validating logic against live market data. After 40 successful paper trades transition to live execution starting with $50 to $100 positions. Scale as performance proves itself. AI optimization learns from each execution improving over time.
Equity-focused templates target stock market patterns. Momentum approaches for trending sectors, mean reversion for oversold value names, breakout strategies for range expansion. Templates account for equity-specific dynamics like market hours, gap risk and sector rotation. Study proven stock automation logic then customize for your preferred names, sectors and risk parameters.
Track stock portfolio performance with metrics designed for equity traders. Compare returns against SPY benchmark. Analyze performance by sector, market cap tier and strategy type. Export trade history for tax reporting showing cost basis, holding period and realized gains. Analytics reveal whether AI automation adds value versus passive indexing across your specific strategy portfolio.
Start with 2 to 3 stock strategies on familiar names then expand across sectors and capitalization tiers. Add ETF strategies for broader market exposure. Eventually manage diversified equity portfolio with 8 to 12 complementary approaches. AI optimization compounds learning across all positions improving execution quality portfolio-wide. Scale capital as returns validate automation edge over manual trading.
Stock market automation brings institutional-grade capabilities to individual traders. Commission-free execution through Alpaca combined with ML-optimized timing provides advantages previously available only to quantitative funds. Whether targeting growth stocks, value opportunities or sector rotation, intelligent systems enhance execution across equity categories. Build diversified portfolios running multiple strategies with AI coordination. Track performance against benchmarks validating that automation adds value. Progressive scaling as results prove themselves creates pathway from testing to systematic equity trading at scale.
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