Data Sources & Methodology
Transparency is at the heart of ChartDetector AI. Here's exactly how we gather, process, and analyze data to provide you with comprehensive market insights.
🔄 Data Synthesis, Not Direct Citation
ChartDetector AI doesn't simply look up individual facts and cite them. Instead, it processes and synthesizes information from multiple data sources to form comprehensive, coherent analysis. Think of it like an expert analyst who draws upon years of experience and multiple data points to provide insights.
⚡ Real-Time Processing
When you request an analysis, our AI fetches live market data, searches for recent news and developments, analyzes technical patterns, and correlates this information with broader market trends—all in real-time.
🎯 Contextual Analysis
The AI doesn't just present raw data. It interprets market conditions, identifies patterns, correlates news sentiment with price action, and applies advanced technical analysis techniques to generate actionable insights tailored to your specific asset and timeframe.
For crypto analysis, we tap into the most comprehensive and reliable sources in the digital asset space.
- •CoinGecko API: Real-time prices, volume, market cap, and historical data
- •News sources: Aggregated crypto news and sentiment analysis
- •On-chain data: Wallet activity, transaction volume, and holder distribution
- •DEX data: Decentralized exchange trading patterns and liquidity
Our stock analysis leverages professional-grade financial data providers used by institutional traders.
- •MarketStack API: Real-time and historical data for US and international stocks from exchanges worldwide (NYSE, NASDAQ, LSE, SIX, Euronext, etc.)
- •Financial news: Market news, earnings reports, and analyst sentiment
- •Market data: S&P 500 correlation, sector performance, and economic indicators
Pro users can analyze major commodities with professional-grade data from Financial Modeling Prep.
- •Financial Modeling Prep (FMP) API: Real-time prices, historical data, and market information for commodities
- •Precious metals: Gold, silver, platinum, and other metals
- •Energy: Crude oil, natural gas, and other energy commodities
- •Agriculture: Various agricultural and soft commodities
Beyond core market data, our AI enriches analysis with real-time context and advanced pattern recognition.
- •Real-time web search for latest news and market developments
- •Technical analysis libraries for pattern recognition
- •Macroeconomic data and market correlations
- •Advanced AI models trained on extensive financial datasets
Our Analysis Process
Data Ingestion
Fetch live market data from APIs and real-time web sources
Context Building
Gather relevant news, sentiment, and market developments
Pattern Analysis
Apply technical analysis and identify chart patterns
Synthesis
Generate comprehensive insights and actionable strategies
📊 Analysis, Not Advice
ChartDetector provides educational analysis and insights, not financial advice. Always conduct your own research and consider your risk tolerance before making investment decisions.
🔄 Dynamic Data
Market conditions change rapidly. Our analysis is based on data available at the time of generation and should be considered alongside current market developments.
🤖 AI Limitations
While our AI processes vast amounts of information, it synthesizes insights rather than providing direct citations for every data point. The analysis represents an interpretation of available data, not absolute predictions.