Our Methodology

Transparency is the foundation of trust. Here is exactly how our AI generates cryptocurrency predictions, calculates risk scores, and tracks accuracy. No black boxes, no marketing fluff.

Real-Time Data Collection

Every 30 minutes, our system fetches live market data from CoinMarketCap Pro API for 500+ cryptocurrencies. This includes current price, 24h volume, 7-day change, market capitalization, and circulating supply. Backup sources ensure 99.9% uptime even when primary API has issues.

Sentiment & Context Analysis

Beyond price data, we incorporate the Fear and Greed Index from Alternative.me, recent news sentiment, on-chain transaction metrics, and historical pattern correlations. This contextualizes price movements within the broader market psychology.

AI Prediction Generation

Data is processed by Google Gemini AI with carefully engineered prompts that focus on technical analysis, historical patterns, and multi-timeframe correlations. The AI generates a target price range (low and high), confidence score, and reasoning.

Risk Score Calculation

Each coin gets a 0-100 risk score based on: historical volatility (30-day std deviation), liquidity (24h volume relative to market cap), market cap tier (large/mid/small cap), and prediction confidence. Lower score = lower risk.

Continuous Validation

All predictions are tracked against actual market prices in real-time. Accuracy metrics are published publicly on our AI Accuracy page. We publish both wins and losses—full transparency.