Know when the
market moves
before everyone else.
Institutional-grade AI reads every major Indian financial source, cross-references technical indicators, and distills it into a single SmartScore (0–100). Free. No signup. No API keys.
Analyzing sentiment from India's most trusted financial voices
Built for traders.
Not for a bottom line.
This tool started as a personal project — a way to cut through the noise when making swing trades. I open-sourced it because good analysis shouldn't require a subscription. It runs on free infrastructure, uses only free APIs, and always will.
If it saves you even one bad trade, that's worth sharing.
SmartScore Range
Data Sources
Event Types
NSE Stocks Covered
Automated Tests
License
FII/DII Institutional Flow
Glassmorphism card with latest FII/FPI, DII, and Net values. 7-day history table.
Qty Field + Auto LTP
Portfolio now includes shares quantity. LTPs auto-fetched for all holdings.
Clear Portfolio
One-click clear all holdings + entry prices from sidebar or main card.
Sentiment History Collapsed
Now uses st.expander — hidden by default until you click to expand.
Everything you need.
Nothing you don't.
SmartScore 0–100
Calibrated composite: recency-weighted EWMA, event-adjusted sentiment, headline breadth, and news volume. One number tells you sentiment strength with a trend sparkline.
Event-Aware Sentiment
Headlines classified into 19 event types — earnings, order wins, litigation, regulatory approvals, buybacks, JV, fundraises, and more. Signed bias corrects VADER's blind spots. "SEBI penalty" scores negative and "SEBI clears merger" scores positive automatically.
Interactive Price Chart
2-year candlestick chart with volume bars, Bollinger Bands (20,2), 50-day and 200-day SMA overlays. Powered by TradingView Lightweight Charts. Zoom, pan, crosshair on hover.
Shareable Snapshots
Every ticker has a public URL (?ticker=RELIANCE). Share the full analysis on Telegram, WhatsApp, or X. No login, no password, no paywall.
Portfolio + P&L Tracking
Save stocks with qty and entry price, LTPs fetched automatically for all holdings. Quantiy-weighted P&L per holding with summary stats. One-click clear all.
Bayesian Source Learning
Every 👍/👎 vote updates a Beta distribution per source. After ~10–50 votes, your Economic Times weight reflects your actual accuracy experience. Source calibration is visible in the dashboard.
From ticker to signal in seconds
Type a Ticker
Enter any NSE symbol — RELIANCE, HDFCBANK, TCS, or an ETF like NIFTYBEES.
Read the SmartScore
0–100 SmartScore with component breakdown and trend sparkline. BULLISH, NEUTRAL, or BEARISH signal with the full reasoning laid out.
Trade with Conviction
Back your decisions with data from 9+ sources. Track signal accuracy via votes. Build a personal track record.
Start using it now. It's free.
No signup. No credit card. No limits. Just type a ticker and go.