The Big Picture: AcIa collects and analyzes data from multiple independent sources to build a comprehensive bull/bear thesis for each stock. Every tab represents a different angle of analysis โ sentiment, technical charts, macro economics, options flow, prediction markets, and more.
Daily Predictions: All of this data feeds into our AI prediction engine. Each day, the algorithm aggregates signals from every tab โ sentiment scores, Grok technical analysis, macro conditions, options positioning, and prediction market odds โ to generate a confidence-weighted prediction on whether each stock is likely to go up or down.
Backtesting & Confidence: You can also generate historical predictions to see how the algorithm would have performed on past days using only the information available at that time. This helps you understand the confidence level and accuracy of the predictions. If the model consistently predicted correctly during similar market conditions, you can have higher confidence in today's prediction.
Data Sources: We use Grok AI for sentiment analysis and technical analysis, Finnhub and Yahoo Finance for price data, Polymarket and Kalshi for prediction market odds, and real-time options flow data. Each source provides an independent signal, and the combination of all these signals is more powerful than any single one.
Click the ? icon on any tab for a detailed explanation of that specific analysis.