Beginner’s guide

How to research a stock with AI, step by step.

Researching a stock comes down to seven questions, always in the same order: what the company does, how good its results are, what the price assumes, what has changed, what the market is doing, what your thesis is, and how it fits your portfolio. AI is useful at every step to read and explain — as long as the figures come from data, not from the AI.

The seven steps

  1. 1Understand the business. What does the company sell, to whom, and which activity brings in the money? If you cannot explain it in two sentences, stop there. Ask the AI to explain the segments and the business model in plain words.
  2. 2Check the quality of the results. Is revenue growing, are margins holding, does profit turn into cash, is debt under control? Three measures help: ROIC (does the business earn more than its capital costs?), free cash flow and the Piotroski F-Score. For fragile companies, add the Altman Z-Score.
  3. 3Look at what the price assumes. A P/E alone says little; compare it with the company’s history and its sector. Better still, ask what growth the price requires with a reverse DCF, or build your own estimate with the DCF calculator.
  4. 4Find out what has changed. The last results against expectations, revisions to analyst estimates, and purchases by executives with their own money.
  5. 5Look at the price trend — last. The momentum and moving averages tell you how the market is treating the stock right now. It is context, not a reason on its own.
  6. 6Write your thesis down. In three sentences: why this company, what has to happen, and what would prove you wrong. Then look for the strongest objections — the War Room exists for that.
  7. 7Fit it into your portfolio. How much would it weigh, does it add to a risk you already carry (same sector, same currency)? See diversification and how to audit a portfolio.

Using AI without being misled

  • Never trust a figure that has no source. A language model can state a revenue or a ratio confidently and wrongly. Use tools where figures are computed from data — see how AI stock analysis works.
  • Ask the AI to explain, not to decide. “What drives this margin?” is a good question; “should I buy?” is not one any tool can answer for you.
  • Ask for the opposite case. A good answer includes what could go wrong.
  • Check the important figure at the source. The company’s annual report or results release is the reference.
  • Be wary of certainty. Nobody knows tomorrow’s price; a tool that claims to is selling something.

Ten words to know

TermWhat it means
RevenueWhat the company sells over a period, before any cost.
Operating marginThe share of revenue left after the costs of running the business.
Free cash flowThe cash left after running the business and investing in it. The money really available.
ROICReturn on invested capital: what the business earns on the money put into it.
P/EPrice divided by earnings per share: how many years of current profit the price represents.
DCFDiscounted cash flow: a value obtained by bringing future cash flows back to today.
Reverse DCFThe same calculation backwards: the growth the current price assumes.
ConsensusThe average of analysts’ forecasts for revenue and earnings.
Piotroski F-ScoreNine yes-or-no tests of financial health, scored 0 to 9.
DiversificationSpreading money across companies, sectors and regions so one mistake does not sink the whole.

To see what these measures look like across about 600 large companies, sector by sector, see the stock market statistics.

Doing it with InvestIQ

Each step has its place in InvestIQ. Stock Analysis covers steps 1 to 5 in one place, with a Copilot button on every module. A Deep Research report writes up the company in 15 to 18 pages. The Copilot explains any figure at your level. The portfolio analyzer covers step 7. In all of them, the figures come from data and code; the AI explains them.

The Free plan includes 3 stock analyses, 1 Deep Research report and 1 portfolio audit a month, and 10 Copilot messages a day — enough to follow this guide on a few companies. The War Room starts with Pro.

Questions

Can a beginner use AI to pick stocks?

AI can help a beginner understand a company much faster: it reads the reports and explains the figures. It cannot pick for you — no tool knows the future — and the decision should rest on your own thesis.

What should I look at first?

The business: what the company sells and how it makes money. Ratios only make sense once you know what they measure.

How long does it take to research a stock?

With the data gathered for you, a first pass takes under an hour; a thorough one, with a written thesis and its objections, a few hours.

Is a low P/E a good sign?

Not on its own. A low P/E can mean the stock is cheap, or that the market expects profits to fall. Compare it with the company’s history and its sector, and look at what the price assumes.

Which account should I invest through in France?

It depends on your situation; see PEA or CTO for the differences between the two main accounts.

Is InvestIQ investment advice?

No. InvestIQ provides educational research — data, analysis and explanations — to help you make your own decisions.

Try it on a company you know.

The Free plan includes 3 stock analyses and 1 Deep Research report a month, no card.

Educational guidance only · Not investment advice.