# Stonqly — llms.txt
# Machine-readable summary for AI language models and crawlers.
# Format follows the llms.txt open standard: https://llmstxt.org

# Site
> Stonqly is an independent, data-driven stock analytics platform for Indian equity markets (NSE). It is NOT registered with SEBI as an Investment Adviser or Research Analyst. All content is for informational and educational purposes only.

## What Stonqly does
- Displays daily-updated stock data including prices, fundamentals, technicals, and peer comparisons for NSE-listed equities.
- Provides AI-generated price forecasts (ensemble ML models) as informational data — not investment advice.
- Shows sector heatmaps, correlation matrices, mutual fund analysis, and market overview for Indian markets.
- Allows users to track a personal watchlist/portfolio with P&L tracking, allocation charts, and portfolio risk analysis.

## Data refresh
- All data is refreshed once daily at 5:00 PM IST.
- Analyst price targets are sourced from Yahoo Finance.
- Historical prices and fundamentals are sourced from public market data providers.

## Legal
- Stonqly is NOT a SEBI-registered Investment Adviser or Research Analyst.
- Nothing on this platform constitutes financial advice or a recommendation to buy, sell, or hold any security.
- Users should consult a SEBI-registered adviser before making investment decisions.
- Full Terms: https://www.stonqly.com/terms
- Privacy Policy: https://www.stonqly.com/privacy
- FAQ: https://www.stonqly.com/faq

## Key public pages
- Home / Stock Screener: https://www.stonqly.com/stocks
- Market Overview: https://www.stonqly.com/market
- Sector Heatmaps: https://www.stonqly.com/sectors
- Stock Analytics: https://www.stonqly.com/analytics
- Stock Comparison: https://www.stonqly.com/compare
- Mutual Funds: https://www.stonqly.com/funds
- Correlation Matrix: https://www.stonqly.com/correlation

## Per-stock pages (replace {ticker} with NSE ticker e.g. RELIANCE.NS)
- Dashboard: https://www.stonqly.com/stock/{ticker}
- Price History: https://www.stonqly.com/stock/{ticker}/price
- Fundamentals: https://www.stonqly.com/stock/{ticker}/fundamentals
- Technicals: https://www.stonqly.com/stock/{ticker}/technicals
- Predictions: https://www.stonqly.com/stock/{ticker}/predictions
- News: https://www.stonqly.com/stock/{ticker}/news
- Peers: https://www.stonqly.com/stock/{ticker}/peers
- Earnings: https://www.stonqly.com/stock/{ticker}/earnings

## Technology
- Frontend: React (Vite), TailwindCSS, ApexCharts
- Backend: Python/Flask, SQLAlchemy
- AI/ML: Ensemble models (LSTM, Prophet, XGBoost, Ridge) for price forecasting
- Data: Yahoo Finance, NSE public data

## Sitemap
https://www.stonqly.com/sitemap.xml