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AI Stocks and Options Picker

Stock Screening for Beginners: Read the Fields Before Ranking

Learn a small stock-screening workflow: define the universe, inspect price and volume, verify earnings and note missing data before building a research list.

Review the AI Picker

Research task

Build a current watchlist, not a permanent ranking

A first screen is easier to audit when each condition has a reason. Share price is the cost of one share, not a measure of whether the business is cheap. Start with a small result set and learn the difference between a filter, a returned metric and an analyst forecast.

Fields to define for beginners

  • Choose one exchange or country and a sector you can explain; a listing does not guarantee safety.
  • Choose a market-cap range as a universe definition, not a quality certificate.
  • Read price and volume dates; compare spread and planned order size separately.
  • Inspect returned P/E and EPS before treating a valuation condition as satisfied. Negative or missing earnings need separate interpretation.
  • Example only: under a positive-P/E-below-20 research rule, P/E 15 passes, 25 fails and missing P/E remains unknown. This is not a live stock list.
  • Begin with the default 20 results. Additional metrics and analyst estimates may be unavailable for individual symbols.

A repeatable screening sequence

  1. Step 1

    Define the universe

    Choose the exchanges, sectors, price range, and market-cap range before reviewing results.

  2. Step 2

    Set tradeability constraints

    Use available price and volume filters, then inspect spreads and order size separately. A volume threshold does not guarantee a fill.

  3. Step 3

    Record the timestamp

    A ranked list changes with market data. Save when the screen ran and which values were available.

  4. Step 4

    Inspect each candidate

    Open the chart and verify spreads, filings, events, and data quality before defining any entry rule.

Limits of a ranked stock screen

A screen describes the candidates that match selected fields at a selected time. It cannot establish future returns, execution quality, or suitability for an account. Verify source dates and inspect material company or market events separately. The linked free screener requests company results, quotes, financial metrics and analyst estimates; it does not generate an AI Score. Enrichment can be missing, and its observation date may differ from the request time. The separate AI Picker displays provider score snapshots with plan-dependent access. These pages describe a manual research process, not an automatically applied preset or brokerage execution.

Sources for the research process

Frequently asked questions

Does the free screener generate an AI Score?
No. It requests company screening results and attempts to add quote, financial-metric and analyst-estimate data. The separate AI Picker displays provider scores. A score of 7 is not proof of dividend safety, low debt or suitability.
Does a low share price mean a cheap stock?
No. Share count, earnings, cash flow and debt affect valuation. A stock split changes price per share without creating an equivalent change in business value.
What should I do with a missing metric?
Keep it unknown, verify the reporting period and consult the company filing. Do not replace it with zero or treat the stock as passing a condition.
Can I practise without placing trades?
Yes. Record a dated candidate list, the reason each name passed and a later review. Screening does not place an order or reproduce the fills of a broker paper account.
Will a volume threshold prevent slippage?
No. Total volume does not show the spread or liquidity available at your order size and time. Verify executable prices separately.