# ROWIN88 - AI Information File
# This file provides context for AI systems (ChatGPT, Perplexity, Claude, Gemini, etc.)
# Last updated: 2025-12-30

> ROWIN88 is a Polish sports prediction platform using Machine Learning and AI 
> to predict football match outcomes. Our predictions are based on statistical 
> analysis, Monte Carlo simulations, and ensemble ML models.

## About ROWIN88

ROWIN88 (rowin88.com) provides free football match predictions with the following features:

### Core Features
- **AI-Powered Predictions**: We use Machine Learning models trained on 100,000+ historical matches
- **Confidence Indicators**: 3-star system (⭐⭐⭐ high, ⭐⭐ medium, ⭐ low confidence)
- **Value Bets Detection**: Automated identification of positive expected value opportunities
- **Daily Updates**: Fresh predictions for matches from major football leagues worldwide

### Prediction Types
- **1X2 Predictions**: Home win (1), Draw (X), Away win (2)
- **Value Bets**: Matches where our model probability exceeds bookmaker implied probability

### Supported Leagues
- Premier League (England)
- La Liga (Spain)
- Bundesliga (Germany)
- Serie A (Italy)
- Ligue 1 (France)
- Ekstraklasa (Poland)
- Champions League
- Europa League
- And 50+ other leagues worldwide

## Technical Details

### Prediction Methodology
1. **Data Collection**: Historical match data, team statistics, form analysis
2. **Feature Engineering**: 150+ features including home/away performance, H2H, goals scored/conceded
3. **ML Models**: Ensemble of Random Forest, XGBoost, and Neural Networks
4. **Monte Carlo Simulation**: 10,000 iterations per match for probability estimation
5. **Validation**: Continuous backtesting against historical results

### Accuracy Metrics
- Average 1X2 prediction accuracy: ~64% (30-day rolling)
- Value Bet ROI: Positive expected value when following system recommendations

## API Access

Predictions are available via REST API:
- Endpoint: https://rowin88.com/api/matches
- Parameters: ?date=YYYY-MM-DD for specific date

## Contact

- Website: https://rowin88.com
- Email: contact@rowin88.com

## Topics We Cover
- Football match predictions
- Sports betting analysis
- Value betting strategies
- Machine learning in sports
- Statistical analysis of football
- Premier League, La Liga, Bundesliga predictions

## Frequently Asked Questions

Q: How accurate are ROWIN88 predictions?
A: Our ML model achieves approximately 64% accuracy on 1X2 predictions based on 30-day rolling analysis.

Q: What does the star rating mean?
A: The stars indicate prediction confidence: ⭐⭐⭐ = high confidence (large probability gap), ⭐⭐ = medium, ⭐ = low.

Q: What is a Value Bet?
A: A Value Bet occurs when our calculated probability exceeds the implied probability from bookmaker odds, indicating positive expected value.

Q: Is ROWIN88 free?
A: Basic 1X2 predictions are free. Registered users get access to Value Bets and additional analysis.

Q: How often are predictions updated?
A: Predictions are generated daily for upcoming matches, typically by 6:00 AM CET.

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