Stock Screening Guide

Stocks to Research on a Pullback

A falling share price alone does not establish a buying opportunity. Start by defining the prior trend, the size of the decline, and the business evidence that would invalidate your thesis. This page describes a research process, not a current list of recommended stocks or a tested trading strategy.

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Illustrative Filters and What They Cannot Prove

The thresholds below are examples for making a screen reproducible. They have not been optimized or backtested here. Passing them does not establish liquidity, business quality, institutional sponsorship, or future recovery.

CategoryInputIllustrative RuleInterpretation
TrendPrice and moving averagesPrice > 200-day SMA; 50-day SMA > 200-day SMADescribes relative price position, not who owns or buys the stock.
RetracementAdjusted close / 52-week high − 1Between −15% and −5%A chosen search range, not a definition of a healthy decline.
Momentum14-day RSIBetween 40 and 52Narrows the sample; does not confirm a bottom.
BusinessROE and earnings growthROE > 15%; positive year-over-year EPS growthReview leverage, buybacks, negative equity, and one-time earnings before interpreting these figures.
LiquidityDollar volume and bid-ask spreadSet limits relative to the intended order sizeCheck execution conditions directly; market capitalization alone is insufficient.
VolumeCurrent volume / 20-day averageBelow 1 on a declining barDescribes activity, not seller identity or exhaustion.

Investigate the Reason for the Decline

A chart cannot reliably distinguish temporary repricing from a lasting business problem. Compare market and sector moves with dated company disclosures, then document competing explanations.

  • Price structure: record whether a selected moving average or prior low held. A subsequent break can invalidate the setup.
  • Business changes: read earnings releases and filings for guidance, margins, cash needs, dilution, and debt maturities.
  • Relative performance: compare the same dates against a sector benchmark. Past leadership does not guarantee a quicker recovery.
  • Volume: compare comparable sessions and note unusual events. High or low volume does not identify institutional distribution.

Turn a Watchlist Into a Testable Rule

Keep candidate selection separate from order execution. A stricter confirmation rule can reduce the number of signals and change the entry price; it does not automatically make the trade safer.

  • Freeze the universe, observation date, and filter definitions before measuring results.
  • Define any bounce or close-above-level condition using information available at the decision time.
  • Specify the holding horizon, invalidation, costs, position size, and maximum portfolio exposure.
  • Model gaps and slippage: a stop price does not guarantee the execution price or cap the realized loss.
  • Evaluate an unseen period and report rejected and losing candidates as well as winners.
Where Pineify fits

Pineify AI Stocks & Options Picker

Browse Danelfin-sourced scores and available company research views. Check the data timestamp and coverage; a score is not a pullback entry signal or a recommendation.

Also useful: Market Screener. Review supported technical indicators across symbol collections. Availability and timestamps matter; the example fundamental rules above are not a promise of built-in custom filters.

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Frequently asked questions

Educational information, not individualized investment advice. Stock prices can continue falling, and neither screening rules nor historical patterns guarantee future results.

Sources and verification