25 ChatGPT Trading Prompts That Work

ChatGPT can be a genuinely useful trading aid, but only when you prompt it well. The difference between a vague answer and a structured, useful one comes down to the prompt: supply context, define the task, and set constraints. Below are 25 prompts that work, grouped by analysis, risk, and journaling, plus the tips that make them reliable and the limits you must respect.

Why prompt quality matters

ChatGPT does not know what you want unless you tell it precisely. A prompt like "is AAPL a good buy?" forces the model to guess your timeframe, risk tolerance, and what data it should weigh, so it returns a generic, hedge-everything answer. A prompt that assigns a role, supplies the chart context or the numbers, and asks for a specific format gets you something you can actually use.

The pattern that runs through every prompt below is role plus data plus task plus format. You tell the model who to be, give it the inputs, state exactly what to do, and define how the answer should look. That structure is what turns a chatbot into a focused analyst, and it is the single biggest lever on output quality, far more than clever phrasing.

10 prompts for analysis and research

These prompts help you structure analysis. They do not replace primary sources, and you should paste in or verify any data the model uses.

1. "Act as a technical analyst. Here is a description of the chart [paste the levels, trend, and recent candles]. Lay out the bullish case, the bearish case, and what would invalidate each."
2. "Summarize the key takeaways from this earnings call transcript [paste]. List revenue, guidance, margins, and three risks management flagged."
3. "Explain how a [name a pattern, e.g. cup and handle] typically forms and what traders look for to confirm it, with the usual invalidation point."
4. "I'm comparing two stocks in the same sector. Given these metrics [paste], build a side-by-side table and note which looks stronger on each line, without telling me what to buy."
5. "Translate this 10-Q section [paste] into plain English and flag anything unusual versus a typical quarter."
6. "Act as a skeptic. Here is my bull thesis for [ticker] [paste]. List the strongest counterarguments and what data would prove me wrong."
7. "Explain the difference between [two indicators] and when each tends to be more useful, with one concrete example each."
8. "Given these support and resistance levels [paste], describe how I might frame an entry, stop, and target, and explain the reasoning, not a recommendation."
9. "Summarize the consensus narrative and the contrarian view on [sector] right now, based on the context I provide [paste]."
10. "Help me build a research checklist for analyzing a stock from scratch, covering chart, fundamentals, earnings, and risk."

For a deeper library focused on equity research, pair these with our ChatGPT stock analysis prompts.

8 prompts for risk and trade planning

Risk prompts work well because the math is deterministic, but always double-check the numbers.

11. "Act as a risk analyst. Account size [X], risk per trade 1%, entry [Y], stop [Z]. Calculate dollar risk, share count, and the position value."
12. "Given entry [X], stop [Y], and target [Z], calculate the risk-reward ratio and the win rate I'd need to break even."
13. "Explain how ATR-based stops work and how I'd set one given an ATR of [value] and a 2x multiple."
14. "Stress-test this trade plan [paste]. What happens to my account after three losses in a row at this risk level?"
15. "Explain the difference between the 1% and 2% risk-per-trade rules and the drawdown math behind each."
16. "I have [N] open positions [paste]. Point out where I might be over-concentrated in one sector or correlated names."
17. "Walk me through calculating breakeven price including fees for this trade [paste the details]."
18. "Build a pre-trade checklist that forces me to define entry, stop, target, and position size before I click buy."

7 prompts for journaling and review

Reviewing your own trades is where AI shines, because you supply the data and ask it to find patterns.

19. "Here are my last 20 trades [paste setup, result, and notes]. Group them by setup and tell me which performed best and worst."
20. "Review these losing trades [paste]. What mistakes repeat, and what single rule would have prevented the most damage?"
21. "From this trade log [paste], calculate my win rate, average win, average loss, and expectancy."
22. "I tend to [describe a habit, e.g. exit winners early]. Suggest a journaling prompt I can answer after each trade to catch it."
23. "Summarize my trading week from these notes [paste] in five bullet points, focused on process not outcome."
24. "Help me design a one-page trading journal template that captures the data needed to spot my edge or my leaks."
25. "Given this emotional note I wrote after a bad trade [paste], help me reframe what happened in process terms and what I'd change."

For the workflow around this, see our guide on how to keep a trading journal.

Prompt-engineering tips that improve every answer

A few habits sharpen any trading prompt.

• Assign a role. "Act as a risk analyst" or "act as a skeptic" focuses the model's tone and priorities.
• Supply the data. ChatGPT cannot see your chart or live prices. Paste the levels, the numbers, or the transcript.
• Define the output. Ask for a table, a checklist, or three bullet points. Vague requests get vague answers.
• State constraints. Tell it not to give buy or sell recommendations, and to flag uncertainty rather than guess.
• Iterate. Treat the first answer as a draft and refine with follow-ups like "now make the bear case stronger."

The real limits of ChatGPT for the markets

ChatGPT is a powerful aid with hard limits you must respect.

1. No live data by default. The base model can use stale information and does not know today's prices unless you give them.
2. It can hallucinate. Confident, wrong figures are common. Verify every number against a primary source.
3. It is not an advisor. It has no accountability, no view of your full situation, and no fiduciary duty.
4. It can sound authoritative while reasoning poorly. Polished prose is not the same as a sound analysis.

Putting these prompts to work

The 25 prompts above turn ChatGPT from a vague chatbot into a structured analysis, risk, and review aid, as long as you supply context and verify the output. The skill is not memorizing prompts but internalizing the pattern behind them: role, data, task, format. Master that, and you can write a sharp prompt for any situation the market throws at you.