Type a keyword or a ticker. The news reader searches a semantic index built from daily financial news to return the most relevant stocks — ranked by how closely news coverage matches your query.
Each result includes a sentiment label (bullish to bearish), a short summary of recent coverage, and links to the underlying source articles. For any result, you can also pull a live news feed to see what is being published right now.
How It Works
Keyword Search
Enter a theme or topic — "data center cooling", "tariff impact", "weight loss drug" — and the system returns the tickers most discussed in that context. Useful for translating a macro thesis into specific equities.
Ticker Similarity
Enter a ticker to find stocks with similar news coverage. If you already have a view on one name, this surfaces related names you may not have considered — based on actual news content, not sector classification.
Sentiment Labels
Each result carries a sentiment score derived from recent headlines: bullish, somewhat-bullish, neutral, somewhat-bearish, or bearish. A quick read on how news is framing the stock right now.
Live Feed
Click into any result to see live news articles for that ticker. Source articles used in the search index are also accessible, so you can verify what drove a ranking.
What It Is Good For
Markets move on expectation, and expectation is largely shaped by news. This tool is designed to make the news layer of stock research faster and more systematic.
- Scan a theme without knowing all the tickers — let the search surface them
- Check sentiment before earnings or a macro event — see how coverage has shifted
- Complement the gravity model — news context explains why certain stocks cluster
- Research a name quickly — one search gives you summary, sentiment, and sources
Start Searching
The index is updated daily. Sign in to access the full search interface.
Open News Reader