How it works

WSB Pulse watches r/WallStreetBets for stock tickers, then enriches and rates each one daily.

1. Collect — posts mentioning tickers are pulled from r/WallStreetBets and tagged with a sentiment (positive / neutral / negative).
2. Research — each ticker gets a daily market snapshot from Finnhub (price, moves, fundamentals, news).
3. Rate — Claude reviews the chatter and research and assigns a Buy / Hold / Sell with a confidence score (0–100).

The dashboard ranks tickers by Claude's confidence in its latest rating. “Top movers” highlights recent rating changes and spikes in WSB chatter. Data covers a rolling 90-day window.

Ratings are generated by an AI model for informational purposes only and are not financial advice.