Question 1

How do I find stocks by description?

Accepted Answer

Describe what you want in plain English — a sector, a theme, or a metric (for example "medical companies working on diabetes", "high-power semiconductor companies", or "profitable companies with low debt-to-equity"). stocks-llm runs a semantic search over enriched company profiles and returns real US public companies, each with an evidence-grounded reason drawn from SEC filings and fundamentals. Informational only — not financial advice.

Question 2

What companies are covered?

Accepted Answer

The catalog covers US public companies across the S&P 500, NASDAQ-100, Dow Jones, Russell 1000, and Russell 2000 (i.e. effectively the Russell 3000 plus the Dow) — roughly 2,900+ companies, deduped by ticker, spanning large-, mid-, and small-cap. Each company has its SEC filings, daily-close price, fundamentals, and an LLM-generated business/theme profile.

Question 3

Where does the data come from?

Accepted Answer

Fundamentals, prices, and company news come from Finnhub; filings and structured financials come from SEC EDGAR. Every figure is shown with its as-of date. Prices are delayed daily-close data, not real-time quotes. Informational only — not financial advice.

Question 4

Is this financial advice?

Accepted Answer

No. stocks-llm is an informational discovery tool. It does not provide buy/sell signals, recommendations, or advice of any kind. All figures are delayed daily-close data from SEC EDGAR and Finnhub, shown with their as-of date.