What is stock screening?
A stock screener applies filters to the universe of listed companies and returns only those that match all your criteria. Think of it as a search engine for stocks: instead of browsing thousands of names, you describe what you want and the screener finds matches.
Screening is the first step in a research workflow. It generates candidates; you then do deeper analysis (financials, business understanding, valuations) on the shortlist. No one can analyse 5,000 stocks manually; the screener narrows the field.
Fundamental filters
The aftermarkets screener exposes eight fundamental ratios. The four you'll reach for most often:
- PE ratio: Filters by valuation. PE under 15 finds cheap stocks; PE above 40 finds growth stocks. Combine with sector context since PE norms differ by industry (IT companies trade at higher PE than banks).
- Market cap: Filters by company size. Large-cap (above ₹20,000 crore), mid-cap (₹5,000–20,000 crore), small-cap (below ₹5,000 crore). Size affects liquidity, volatility, and institutional coverage.
- ROE / ROCE: Measures profitability. ROCE above 15% consistently indicates a business with durable competitive advantages. Warren Buffett famously screens for high ROE.
- Debt-to-equity: Measures financial leverage. Below 0.5 is conservative; above 2 is aggressive. Capital-intensive sectors (infrastructure, power) naturally carry more debt.
Technical signals
Beyond static filters, the screener detects dynamic signals: stocks that just crossed above their 200-day moving average, stocks with RSI below 30 (potentially oversold), stocks with a MACD bullish crossover, and so on.
The unified screener combines both. Build a filter set (market cap > 5000 Cr AND ROE > 15) AND a signal set (volume spike OR golden cross). The intersection gives you fundamentally sound stocks showing technical momentum.
Live mode polls every 15 seconds during market hours, so new matches appear in real time as signals trigger. Snapshot mode gives a point-in-time query for end-of-day analysis.
Building your first screen
Start simple. A classic value screen:
PE < 20
ROE > 12
Debt/Equity < 1
Market Cap > 1000 Cr
This finds profitable, conservatively-financed companies at reasonable valuations.
A momentum screen:
Market Cap > 5000 Cr
Volume Ratio > 2x average
Price change > 2%
Delivery > 50%
This finds large-caps with unusual institutional interest today.
Build your first screen