1. Define what you mean by value
State whether you are comparing a multiple with peers, estimating discounted cash flows, or examining asset value. These answer different questions. The reference price, reporting date, accounting basis and share count must be explicit.
The free screener can narrow a universe by sector, capitalization, price, volume, exchange and country. It currently does not expose P/E, P/B, debt-to-equity or sector-percentile filters. It may show available earnings and FCF yields, which still need definition and period checks.
2. Reconcile the denominator
For an illustrative stock priced at $30 with trailing diluted EPS of $3, P/E is 10. If a nonrecurring gain contributes $1 of that EPS, a simplified adjusted EPS of $2 gives a multiple of 15. This is an arithmetic illustration, not a complete adjustment policy.
Match the numerator and cash-flow definition. Equity cash-flow yield uses equity value; an enterprise-value comparison needs a compatible cash-flow measure for all capital providers. Do not silently compare FCF/market cap with FCF/enterprise value as if they were the same metric.
3. Ask AI for evidence, not a verdict
Example for an assistant that can read supplied filings: “Reconcile reported earnings to the recurring-earnings scenario below. List every adjustment, period, tax assumption and source. Identify missing data rather than infer it.” Recalculate the result independently.
Keep facts, management guidance, analyst forecasts and your assumptions in separate columns. A current estimate snapshot does not establish five years of stable earnings, a revision trend or a discount to a sector median. The linked free tool does not calculate those conclusions automatically.
4. Challenge the cheapness hypothesis
Investigate refinancing, asset quality, cyclicality, customer concentration, dilution and capital expenditure needs. A low P/E can reflect temporarily high cyclical earnings rather than pessimistic pricing. A fall from 20× to 10× can accompany worsening economics; the change alone does not make a stronger candidate.
Use downside, base and upside assumptions and identify what would invalidate the thesis. A comparison with peers is sensitive to peer choice, leverage and accounting. It is not an estimate of intrinsic worth by itself.
5. Preserve a research trail
Save the price date, source documents, calculations and unresolved questions outside the free tool. Revisit when new evidence changes an assumption; do not interpret a generated confidence score as independent confirmation.
The linked free Pineify screener filters by sector, market capitalization, share price, volume, exchange and country. It displays up to 20 matches with available quotes, selected trailing-twelve-month metrics and one dated annual analyst-estimate record. It does not implement a dividend-safety score, growth-prediction model, natural-language query box or automatic verification of the research criteria below. Missing data is unknown, not a zero or a failed investment test.
Frequently asked questions
- Does P/E below 15 mean undervalued?
- No. Growth, risk, earnings quality and capital needs affect what a multiple means. A negative denominator makes a standard P/E comparison unsuitable.
- Does the free screener have a value score?
- No. It provides a filtered list and available provider data, not a validated 1–10 valuation ranking.
- Can AI calculate intrinsic value?
- An assistant can help work through a specified model. The valuation still depends on assumptions and verified inputs; a fluent answer does not make them true.
Sources and further research
Educational research only. Screening results and illustrative calculations are not recommendations, forecasts or guarantees. Verify source documents, data periods and assumptions before making an investment decision.