What is Algotron?
Algotron is a professional-grade stock analysis platform that continuously monitors every listed U.S. company using official SEC filings. It combines quantitative fundamental scoring, live market data, and Claude AI-powered analysis — all in one place, with no paid data feeds and no black boxes.
Data & Coverage
All fundamental data is sourced directly from SEC EDGAR via the free XBRL API at data.sec.gov. The platform tracks ~8,000 public companies, refreshing financial facts continuously in rotating batches throughout the day. Live price, market cap, P/E, P/B, and 52-week range are pulled from market data feeds in real time.
Fundamental Scoring
Each company receives a composite 0 – 100 score derived from five institutional-grade factors:
| Factor | Weight | What it measures |
|---|
| Revenue Growth | 25 pts | Year-over-year revenue expansion |
| Net Margin | 20 pts | Profitability per dollar of revenue |
| Return on Equity | 20 pts | Capital efficiency for shareholders |
| Debt / Equity | 20 pts | Balance sheet leverage — lower is safer |
| FCF Yield | 15 pts | Free cash flow generation relative to assets |
✦ Claude AI Analysis
Every stock detail page and the S&P 500 dashboard include an Analyze with Claude AI button. On demand, Claude reads the company's full financial profile — scores, ratios, historical revenue, market data — and delivers a structured investment analysis covering strengths, risks, key metrics, and an overall verdict. Results stream live and can be copied to clipboard.
Disclaimer
All data is sourced from public filings and market feeds. AI analysis is generated for informational purposes only. This is not financial advice. Always conduct your own due diligence before making investment decisions.
