Question 1

How does StockPredictAI predict stock prices?

Accepted Answer

StockPredictAI uses a proprietary 3-layer prediction engine: Layer 1 analyzes hourly trading volume patterns and 30-minute interval spreads, Layer 2 forecasts weekly volume trends using historical data, and Layer 3 applies seasonal adjustments based on 3 years of historical patterns. These layers combine to produce a composite prediction with confidence scoring.

Question 2

What stocks does StockPredictAI cover?

Accepted Answer

StockPredictAI covers 15+ major stocks including AAPL (Apple), MSFT (Microsoft), GOOGL (Alphabet/Google), AMZN (Amazon), NVDA (NVIDIA), META (Meta Platforms), TSLA (Tesla), BRK.B (Berkshire Hathaway), JPM (JPMorgan Chase), V (Visa), UNH (UnitedHealth), JNJ (Johnson & Johnson), XOM (Exxon Mobil), PG (Procter & Gamble), and HD (Home Depot).

Question 3

Is StockPredictAI free to use?

Accepted Answer

Yes, StockPredictAI is free to use. The core prediction engine, real-time data, and basic watchlist features are available to all users. Creating an account unlocks additional features like cloud-synced watchlists, custom price alerts, and personalized model settings.

Question 4

How accurate are the stock predictions?

Accepted Answer

Each prediction comes with a confidence score (0-100%) that reflects the model's certainty. The 3-layer engine provides transparency into each analysis component. Predictions are for informational and educational purposes only — past model performance does not guarantee future results. Always conduct your own research before making investment decisions.

Question 5

Can I set price alerts for stocks?

Accepted Answer

Yes, authenticated users can set custom price alerts on any stock in their watchlist. You can configure alerts for when a stock goes above or below a target price, add notes, and manage all alerts from a dedicated panel. The system checks prices periodically and notifies you when alerts are triggered.

Question 6

What is the 3-Layer Prediction Engine?

Accepted Answer

The 3-Layer Prediction Engine is StockPredictAI's core technology: Layer 1 (Hourly Volume Analysis) examines intraday volume patterns and 30-minute interval spreads to detect unusual activity. Layer 2 (Weekly Volume Forecast) uses 12-week historical data to predict upcoming volume trends. Layer 3 (Seasonal Adjustments) applies 3-year seasonal factors to account for cyclical market patterns. The composite score combines all three layers with configurable weights.