1. Build a manageable universe
Choose sectors, exchanges and company sizes relevant to the business question. The free screener supports those filters plus share price and volume, and shows up to 20 matches. A $5 price or $300 million capitalization floor is not a quality certificate.
Record the query and date. A limited set of matches is not an exhaustive list of growth companies, and sorting a displayed metric is not an AI growth ranking.
2. Compare reported periods
Collect comparable revenue, operating income, diluted EPS and share-count periods from company filings. Identify acquisitions, currency effects and restatements. Ask an assistant to show citations and formulas rather than classify the company as high growth without evidence.
Example document prompt: “From these filings, compare revenue and operating margin for the same fiscal quarters in both years. Separate reported facts from management outlook and flag acquisition effects.” The prompt requires a document-capable assistant; it is not supported by the free screener’s filter form.
3. Examine estimates without inventing revisions
The linked tool may show one dated annual analyst-estimate record with EPS and revenue ranges. These are projections, not realized growth. Check the target fiscal period and analyst count, and do not interpret a low/high range as a probability interval.
To evaluate revisions, obtain at least two observation-date snapshots for the same forecast period. Comparing estimates for two different fiscal years answers a growth question, not a revision question. The current free tool does not provide the historical revision series or an EPS-revision filter.
4. Test the growth narrative against cash and valuation
Use an illustrative company to check the logic: revenue from $100 million to $120 million is +20%, but operating profit from $10 million to $11 million lowers margin from 10% to about 9.17%. Investigate the cause before treating the sales increase as better economics.
Review cash generation, reinvestment and dilution alongside valuation. Forecast scenarios should state margins, growth duration and financing assumptions. A high analyst count, ROE threshold or PEG ratio cannot establish a future return.
5. Save an evidence-based shortlist
Keep the company, source dates, calculations, valuation assumptions and unresolved questions in a separate research record. Update it when new information arrives; do not silently replace forecast history with the latest number.
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 the free tool identify sustainable growth automatically?
- No. It supplies a filtered starting list and available metrics. You must assess comparable growth, cash needs and valuation.
- Does more analyst coverage guarantee quality?
- No. Coverage count describes participation, not correctness, independence or future returns.
- Can AI help with a filing comparison?
- A capable assistant can organize and summarize supplied documents. Check its sources, units and arithmetic and retain unsupported items as unknown.
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.