Best AI Prompts for Stock Research (2026)
Screening, filings and valuation questions, with the checks the SEC recommends
How to use: click Copy, replace the [amber fields] with your own material, and read the check under each set.
Prompts for stock research#
Five starting points#
5 promptsAct as a senior quantitative equity analyst. Construct a comprehensive fundamental and technical screening framework using P/E ratios, discounted cash flow (DCF) modeling, and momentum indicators to identify high-growth artificial intelligence infrastructure stocks.Act as an expert venture capital portfolio manager. Evaluate the risk-reward profile, balance sheet strength, and competitive moats of mid-cap enterprise software companies poised for institutional capital inflows.Act as a financial data scientist. Write a Python script blueprint utilizing financial market APIs to screen for undervalued stocks exhibiting strong insider buying and expanding operating margins.Act as a macroeconomic strategist. Analyze current semiconductor supply chain dynamics and identify top-tier publicly traded semiconductor equipment manufacturers with exceptional pricing power.Act as an expert growth investor. Formulate a rigorous investment thesis template focusing on SaaS companies transitioning to profitable unit economics and expanding enterprise net retention rates.A safer workflow (our analysis)#
- Use the model to list questions and metrics to check, not to name what to buy.
- Download the filings yourself from EDGAR and give the relevant sections to the model.
- Ask it to quote the passage behind every number, then check each quote.
- Write down your own assumptions for any valuation and test how the result changes.
- Treat the output as a draft of your own research, and decide with full awareness of the risks.
For how annual reports and fund holdings can be read, see our guides on what AI-infrastructure companies' annual reports disclose and what AI and semiconductor ETFs actually hold.
The full prompt library is on our prompt library page.
Key context and caveats#
A model has no reliable access to today's prices or the latest filing unless you supply them, and it can present a wrong figure with confidence. The SEC's Investor.gov says an investor can find a wealth of information in a company's Form 10-K, which offers a detailed picture of what the company does and the risks it faces, and that EDGAR provides free public access to company filings.
The regulators' warnings are specific. A joint SEC, NASAA and FINRA investor alert titled Artificial Intelligence (AI) and Investment Fraud (January 25, 2024) says to be wary of claims that AI can guarantee amazing investment returns. The SEC's Investor Bulletin on performance claims says past performance does not necessarily predict future results and that targets and projections are hypothetical. This is not investment advice.
At a Glance#
| Question | Answer |
|---|---|
| Where are the numbers? | Company filings on SEC EDGAR |
| Can AI guarantee returns? | No; regulators call such claims a warning sign |
| Is past performance a forecast? | The SEC says it does not necessarily predict future results |
| What is the model for? | Structuring questions and drafts, not advice |
Sources & Further Reading#
Every source below was fetched on 2026-10-21 unless a row says otherwise.
| Claim | Source | Section or date |
|---|---|---|
| A Form 10-K gives a detailed picture of the business and its risks | How to Read a 10-K (Investor.gov) | Undated |
| EDGAR provides free public access to filings; search by name or ticker | Using EDGAR to Research Investments (Investor.gov) | Undated |
| Be wary of claims that AI can guarantee investment returns | Artificial Intelligence (AI) and Investment Fraud: Investor Alert | SEC, NASAA and FINRA; Jan. 25, 2024 |
| Past performance does not necessarily predict future results; guaranteeing returns with market risk is virtually impossible | Investor Bulletin: Performance Claims (SEC) | Sept. 15, 2022 |
Direct answer
What are the best AI prompts for stock research?
AI can help organise stock research, but it is not investment advice and can state wrong numbers confidently. Check every figure in company filings on SEC EDGAR. The SEC, NASAA and FINRA warn that claims AI can guarantee returns are a sign of fraud.
How we sourced this
Model names, features and limits change often. The prompts below are our own untested starting points, and we did not measure which wording performs best. Facts are as printed on each provider page on the date shown. This is not investment advice.
Need a different task?
Browse all 36 tasks and 180 prompts, with search and level filters.
How we weigh evidence, and what terms like AGI and ASI mean on this site, is explained in our methodology.
Frequently asked questions
What are the best AI prompts for stock research?
AI can help organise stock research, but it is not investment advice and can state wrong numbers confidently. Check every figure in company filings on SEC EDGAR. The SEC, NASAA and FINRA warn that claims AI can guarantee returns are a sign of fraud.
Can AI pick stocks for me?
It can help you structure research, but it cannot give reliable live data or advice, and no tool can guarantee returns. The SEC bulletin on performance claims says it is virtually impossible to guarantee returns on investments with market risk. Verify numbers in filings and consider a licensed adviser.
Where do I verify what an AI says about a company?
Use the company filings on SEC EDGAR, a free public database. The annual report on Form 10-K covers the business, risk factors, management discussion and financial statements. Search by company name or ticker, check the filing date, and compare the model figures line by line.