How CryptoAIGPT Works
Data Flow: APIs → AI Oracle → Chat / Dashboard
CryptoAIGPT works through a structured flow that transforms raw data into actionable insights:
1. Data Collection (APIs)
The platform connects to various data sources:
- Exchange APIs: Binance, Bybit, OKX, Deribit for funding rates, open interest, liquidations, prices
- On-chain data: Aggregators like Glassnode, CryptoQuant for whale flows, exchange flows, holder metrics
- News & sentiment: News aggregators and sentiment analysis from social media
- Historical data: Database of historical patterns for comparisons and correlations
2. Preprocessing and Validation
Raw data is:
- Cleaned and normalized (outlier removal, missing value handling)
- Validated for consistency (timestamp checks, acceptable value ranges)
- Aggregated into consistent time windows (1min, 5min, 1h, 24h)
- Labeled with metadata (exchange, asset, data type)
3. AI Oracle (Processing)
Artificial Intelligence models analyze preprocessed data to:
- Pattern recognition: Identify known patterns (e.g., "extreme funding rate + growing OI")
- Anomaly detection: Detect anomalies in data (e.g., unusual whale flows, anomalous volatility)
- Correlations: Find correlations between different metrics (e.g., funding and liquidations)
- Contextualization: Compare current situation with historical data
- Insight generation: Produce structured and readable analysis
4. User Interface (Chat / Dashboard)
Insights are presented through:
- Interactive chat: You can ask questions in natural language and receive contextualized analysis
- Dashboard: Real-time visualization of key metrics (funding, OI, volatility, etc.)
- Alerts and notifications: Warnings for significant events (e.g., extreme funding rate, massive liquidations)
Available Analysis
CryptoAIGPT provides analysis on various key metrics:
Funding Rates
Analysis of funding rates on major exchanges to identify extreme sentiment and possible reversals.
Open Interest
Monitoring of total and per-exchange open interest to understand the size of open positions.
Volatility
Comparison between historical and implied volatility, identification of low/high volatility conditions.
News & Sentiment
Analysis of relevant news and sentiment from social media to understand market context.
Whale & Flows
Tracking of large wallet movements and capital flows between exchanges and cold storage.
Liquidations
Real-time monitoring of liquidations to identify pressure zones and possible bounces.
Screenshots and Dashboard
Dashboard screenshots coming soon. The dashboard shows real-time metrics, interactive charts and contextualized AI analysis.
To access the dashboard, open the platform.
Discover how AI crypto trading works or read the complete guide on AI crypto trading.