Chatbot Simplexity for Algorithmic Trading

Auto-Invest Like a Boss

Run Your Own AI Hedge Fund Team

Deploy specialized AI agents with algorithmic trading strategies across stocks and prediction markets. Track sharp traders on Polymarket & Kalshi, analyze outcomes with LLM-powered research, and execute momentum, breakout, and scalping strategies with institutional-grade risk management.

Multi-Agent Teams4 specialized analysts
Algo StrategiesMomentum & breakout
Prediction MarketsPolymarket & Kalshi
Copy TradingFollow top performers
Time Travel BacktestingTest strategies in the past
Chatbot Algo BuilderModify rules with AI chat
News Opinion ScannerAI judges sentiment shifts
Senate & Investor TrackingFollow insider moves
Stock Prediction System Architecture Flow Diagram

Automation of Hedge Fund Level of Research

Our AI agents analyze candlestick patterns, moving averages, and technical indicators in real-time, providing institutional-grade market insights.

  • Pattern Recognition
  • Technical Indicators
  • Sentiment Analysis
  • Risk Assessment
1
Analyst Team
4 specialized analysts gather data
2
Researcher Team
Bull vs Bear structured debates
3
Trader Agent
Synthesizes insights for decisions
4
Risk Management
Evaluates and adjusts strategies
5
Portfolio Manager
Final approval & execution
Fundamentals Analyst
Evaluates company financials and performance metrics, identifying intrinsic values and potential red flags.
Financial statementsPerformance metricsIntrinsic valuesRed flag detection
Sentiment Analyst
Analyzes social media and public sentiment using sentiment scoring algorithms.
Social media analysisSentiment scoringPublic mood gaugingShort-term signals
News Analyst
Monitors global news and macroeconomic indicators, interpreting market event impacts.
Global news monitoringMacro indicatorsEvent interpretationMarket conditions
Technical Analyst
Utilizes technical indicators like MACD and RSI to detect patterns and forecast movements.
MACD & RSIPattern detectionPrice forecastingTrend analysis
Researcher Team
Bullish and bearish researchers critically assess analyst insights through structured debates.
Bull vs Bear debatesRisk vs reward balanceCritical assessmentStructured analysis
Trader Agent
Composes reports from analysts and researchers to make informed trading decisions.
Report synthesisTrade timingPosition sizingMarket execution
Risk Management
Continuously evaluates portfolio risk by assessing market volatility and liquidity.
Volatility assessmentLiquidity analysisStrategy adjustmentRisk evaluation
Portfolio Manager
Final decision authority that approves or rejects transaction proposals before execution.
Final approvalTransaction reviewOrder executionPortfolio oversight
Stock Prediction System Architecture Flow Diagram
Price Data

Core Stock APIs

Real-time and historical OHLCV price data for any ticker

Intraday (1-60 min)Daily / Weekly / MonthlyQuote EndpointRealtime Bulk Quotes
Technical

Technical Indicators

50+ technical indicators for pattern recognition and momentum signals

RSIMACDSMA / EMABBANDSSTOCH+5 more
Alpha Intelligence

News & Sentiment

AI-powered sentiment analysis from news articles and media coverage

News Sentiment ScoresTopic ClassificationTicker RelevanceTime-Series Sentiment
Alpha Intelligence

Insider Transactions

Track insider buying and selling activity for early signals

Executive TradesBuy/Sell SignalsTransaction ValuesFiling Dates
Fundamentals

Fundamental Data

Financial statements, ratios, and company metrics for valuation

Company OverviewIncome StatementBalance SheetCash FlowEarnings
Macro

Economic Indicators

Macroeconomic data for market regime and sector rotation analysis

Real GDPTreasury YieldFed Funds RateCPI / InflationUnemployment
Order flow to auto trade on
Alpaca logo

Alpaca

Active

Commission-free API-first trading for stocks, ETFs, and crypto

Developer-friendly REST & WebSocket API
Paper trading for testing
Real-time market data
Fractional shares support
US StocksETFsCrypto
Webull logo

Webull

🚀 Coming Soon

Modern mobile-first platform with advanced charting and API

Commission-free trading
Level 2 market data
Extended hours trading
Social trading features
US StocksETFsOptionsCrypto
Robinhood logo

Robinhood

🚀 Coming Soon

Popular retail platform with simple API and zero commissions

Zero-commission trades
Easy-to-use interface
Crypto trading included
Cash management features
US StocksETFsOptionsCrypto
Interactive Brokers logo

Interactive Brokers

Active

Global institutional-grade trading with comprehensive API access

135+ markets worldwide
Stocks, options, futures, FX, bonds
TWS API & FIX protocol
Low margin rates
Global StocksOptionsFuturesFX
Prediction Markets Intelligence

Polymarket & Kalshi Analysis

Research-based LLM analysis on prediction market outcomes with copy trading signals from top investors, senators, and traders

LLM Outcome Analysis

AI-powered analysis of market outcomes using news, sentiment, and historical data

85% accuracy

Sharp Trader Tracking

Follow and copy trades from top-performing prediction market traders

Top 1% traders

Real-time Signals

Instant alerts when sharp money moves on high-conviction trades

5min updates

Portfolio Correlation

Analyze how prediction markets correlate with your stock positions

Multi-asset
AI Trading Floor with Multiple Agents
RankTraderOverall PnLWin RateAction
1

Warren Buffett

legendValue Investing
$8.22M
82.1%
2

Theo

whalePolitics
$5.85M
68.4%
3

Dan Crenshaw

senateDefense & Energy
$4.22M
74.5%
5

Fredi9999

sharpEconomics
$3.22M
72.1%
6

Cathie Wood

fund-managerDisruptive Tech
$2.95M
69.3%
7

SilverVVolf

consistentSports
$2.85M
65.8%
8

Domer

sharpTech
$2.16M
71.2%
View Full Leaderboard

LLM Outcome AnalysisLive

Our AI agents analyze prediction market data alongside news sentiment, social media trends, and historical patterns to identify high-probability outcomes and arbitrage opportunities.

Markets Analyzed

1,247

Avg. Edge Detected

+4.2%

Sharp Money Alerts

23 today

Cross-Market Intelligence

Stock Price Correlations with Event Prediction

Discover how prediction markets correlate with traditional securities across sectors. Our AI identifies non-obvious relationships, providing 45-60 day advance signals for strategic positioning.

AI/Tech Stock Correlations
Will OpenAI release GPT-5 by Q2 2025?
Polymarket•78% correlation

Related Securities

$MSFT$NVDA$GOOGL

Trading Strategy

Track elite forecasters who correctly predicted GPT-4 release timing. Their insights on GPT-5 timeline correlate with +/-5% moves in MSFT within 48 hours.

Semiconductor Supply Chain
Will Taiwan face Chinese military action in 2025?
Kalshi•72% correlation

Related Securities

$TSM$INTC$ASML$AMD$QCOM

Trading Strategy

Geopolitical superforecasters predict Taiwan scenarios. Consensus moving from 15% → 25% preceded 12% TSM decline in backtests.

Tech Product Launches
Will Apple announce AR glasses at WWDC 2025?
Polymarket•65% correlation

Related Securities

$AAPL$META$GOOGL

Trading Strategy

Elite forecasters with Apple product launch track records provide 2-4 week advance signals. When consensus reaches 60%+, IV underprices event impact by 15-20%.

XGBoost & Prophet TimeSeries ML Models

Our platform combines 5-10 prediction market signals to forecast individual stock movements. The system requires 3 validation criteria before generating high-conviction signals: elite forecaster consensus (top 2% show >65% agreement), cross-market confirmation (multiple related markets align), and traditional indicator confluence (technical analysis and fundamentals support prediction market signal). When all criteria meet thresholds, historical accuracy exceeds 70% over 3-6 month horizons.

Correlation Pairs Tracked

2,400+

Average Lead Time

45-60 days

Forecast Accuracy

60-70%

Algorithmic Trading Strategies

Four AI-powered algorithmic strategies leveraging technical indicators (MACD, RSI, Bollinger Bands, ATR) for different market conditions. Each strategy is powered by our multi-agent system analyzing chart patterns, volume signals, and momentum indicators with precision timing.

AI Trading Floor with Multiple Agents

Select Strategies to Backtest

Choose from TradingView expert algorithms - like having a personal hedge fund team

1000+ Expert Strategies