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🧠 AI Sentiment Edge

See Exactly When News Moves Stocks — Before You React

Most investors read news after the price has already moved. FinWin.ai's ML-powered sentiment scoring overlays news sentiment directly on your price chart — so you can see the cause and effect in real time.

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Tools Involved
Everything You Need — In One Place
Every tool below is built into FinWin.ai. No spreadsheets, no switching tabs, no third-party subscriptions.
🤖

ML News Sentiment Scoring

Every news article is scored by a machine learning model for Bullish, Bearish or Neutral sentiment — with a numerical score from -1 to +1. No human bias, no lag.

Premium
👤

User Sentiment Input

Add your own sentiment score to any news item. Combine your qualitative judgment with the ML score to build a richer picture of market mood.

Premium
📊

Sentiment Visualization

Sentiment scores plotted as a timeline below the price chart — see spikes in bullish or bearish sentiment aligned with price moves. Identify the news that caused each move.

Premium
📰

Asset-Level News Feed

All news filtered to your specific stock — searchable by keyword, with date range control. Each story linked to its sentiment score and the price reaction that followed.

All plans
📈

Intraday Price + Sentiment Overlay

1-minute to daily timeframes with sentiment bars plotted simultaneously. See whether a price drop was sentiment-driven (news) or purely technical (no news).

Premium
Step-by-Step Workflow
How It Works on FinWin.ai
Follow this workflow to go from zero to confident decision — using the exact tools available on your plan.
1

Open the Sentiment tab on any stock

Navigate to any stock page and click the Sentiment tab. The top panel shows the price chart; below it you'll see the ML-generated and user-assigned sentiment score timeline.

2

Read the sentiment timeline

Look for spikes in bullish (blue) or bearish (orange/red) bars aligned with price moves. Each bar represents a news event — hover to see the article and its score.

3

Cross-reference price reaction

Identify a sentiment spike and check the price chart at the same timestamp. Did price react immediately? Was the reaction proportional to the sentiment score? This calibrates your model.

4

Search news by keyword

Use the keyword search in the News feed to find all articles mentioning specific terms (e.g. 'earnings beat', 'guidance cut', 'CEO departure') and see how each impacted the stock.

5

Add your own sentiment score

For articles you read in full, add a user sentiment score. Over time, compare your judgment vs the ML score — this sharpens both your and the model's edge.

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  • Intraday Charts
  • 1 Watchlist
  • 5 Price Alerts
  • 1 Portfolio
  • Preset Screens
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  • 50 Price Alerts
  • Financial Statements (5yr)
  • Data Export
  • Extended Hours Data
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$30/mo
Deep analysis for active investors
  • 20 Watchlists · 10 Portfolios
  • Analyst Ratings & Targets
  • Fundamental Ratios & Metrics
  • Technical Analysis
  • 10yr Financial History
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$60/mo
Built for investors looking for an AI edge
  • 100 Watchlists · 20 Portfolios
  • NLP Sentiment Score
  • Peer Comparison
  • 20yr Financial History
  • Priority Support
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Explore More Use Cases
What Else Can You Do on FinWin.ai?
📉

Technical Analysis

Combine sentiment signals with technical indicators for the highest-conviction trade setups.
📣

Earnings Season Playbook

Use sentiment analysis on earnings day to gauge market reaction in real time.
⚖️

Peer & Competitive Analysis

Compare sentiment across a sector — which stocks are getting the most bullish news flow?

The AI Edge That Most Investors Don't Have

ML sentiment scoring overlaid on price charts — only on FinWin.ai Premium.

Get the AI Sentiment Edge →