AI-Powered Market Intelligence

See the market
before it moves

Scout aggregates real-time signals from social sentiment, news feeds, and market data — processed by AI to surface what matters most.

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Social Sentiment

Real-time monitoring of curated Twitter/X lists tracking influential traders, analysts, and market commentators.

Video Analysis

Automated extraction of insights from top investment YouTube channels — thesis summaries without the hour-long watch.

News Aggregation

RSS feeds from MarketWatch, CNBC, Federal Reserve, and more — filtered and prioritized by relevance.

Market Data

Real-time prices, technicals, and key levels for indices, equities, and crypto — one consolidated view.

AI Processing

Large language models synthesize raw data into actionable insights, signal scores, and narrative summaries.

Signal Scoring

Proprietary algorithm converts multi-source data into a single directional bias score from -100 to +100.

Intelligence products

Live

Daily Dashboard

Your morning intelligence briefing. All signals processed, analyzed, and scored — ready for market open.

  • Real-time market signal score
  • Key levels and technical context
  • News and social sentiment summary
  • Actionable trade ideas
Launch Dashboard
Archive

Research Library

Deep-dive reports, thematic analyses, and historical backtests. AI-generated research on demand.

  • Thematic market analysis
  • Individual stock deep dives
  • Macro trend reports
  • Strategy backtests
Browse Research

Built for automation

scout — market intelligence
$ python scout/scout.py
# Starting market intelligence collection...
✓ X/Twitter sentiment collected (847 posts)
✓ YouTube insights extracted (12 channels)
✓ RSS feeds aggregated (156 articles)
✓ Market data synced (SPY, QQQ, BTC, ETH)
→ Dashboard updated: scout/dash.html