How to use AI to read an earnings report in 10 minutes
An earnings report can run 30 pages. AI can pull out the 5 things that matter in a minute — if you give it the real report, not a memory of one.
What an earnings report is
Public companies in the US report their results every quarter. That's an Earnings report: how much they sold, how much they kept, and what they expect next.
Stocks often move sharply around these reports. A big move can leave a Gap on the chart — the price opens far from where it closed.
Reading the report helps you understand why a stock moved. It won't tell you where it goes next. Nothing does.
Step 1: Find the real report
Don't ask AI "what did this company earn?" from memory. It may give you the wrong quarter, or numbers it made up.
Get the source instead:
- The company's investor relations page. Search "[company] investor relations". The press release is usually there on report day.
- SEC EDGAR. Every US public company files with the SEC. On sec.gov search the company name. Quarterly reports are form 10-Q, yearly reports 10-K, and the earnings press release is usually attached to a form 8-K.
The press release is the short version. Start there.
Step 2: Paste it in with this prompt
Copy the press release text into an AI chat assistant (like ChatGPT, Claude or Gemini) under this prompt:
Below is a company's quarterly earnings press release. Using ONLY this text, give me:
1. Revenue this quarter, and the change from the same quarter last year.
2. Profit (net income) and earnings per share, and the change from last year.
3. Guidance: what the company says it expects next quarter or this year. Quote the exact sentence.
4. Anything unusual: one-time charges, big changes in costs, new risks.
5. Three plain-word questions a beginner should look into next.
Show each number with the exact words it came from. If something isn't in the text, write "not in the report". No price predictions, no buy or sell views.
[paste press release]"Quote the exact sentence" and "not in the report" are your guardrails. They make made-up numbers much easier to spot.
The 5 parts, in plain words
| Part | What it means | Why people care |
|---|---|---|
| Revenue | Total money from sales | Is the business growing? |
| Net income | What's left after all costs | Is it keeping money? |
| EPS (earnings per share) | Net income split across each share | The headline number people compare |
| Guidance | What the company expects next | Often moves the stock more than the past quarter |
| One-offs | Unusual gains or charges | Can make a quarter look better or worse than normal |
Step 3: Understand "beat" and "miss"
You'll hear "the company beat expectations." Expectations means the forecast from analysts — often called the consensus.
Here's the key thing: that forecast isn't in the press release. AI doesn't know it unless you give it, and its memory of one may be old or wrong.
If you want to compare, find the consensus figure from a news source on report day, then ask:
Revenue in the report: [number]. Expected revenue from my news source: [number]. Work out the difference in dollars and percent. Show your math.Then check the math yourself. A calculator is faster than doubt.
Why the "surprise" matters. Prices often react to the gap between what was expected and what happened — not to whether the number was big. A company can grow and still fall if people expected more.
Step 4: Check the 3 numbers that matter
Before you trust the summary, open the original and find:
- The revenue figure.
- The earnings per share figure.
- The guidance sentence.
If any of the three doesn't match, throw out the whole summary and start again. One wrong number means others could be wrong too.
Step 5: Turn it into a plan, not a prediction
Reading earnings helps you prepare, not guess. Useful things to note:
- The date and time. Many companies report before the 9:30 am ET open or after the 4:00 pm ET close. Check the company's investor relations page.
- What changed. One line on each of the 5 parts.
- Your rule for report day. Many beginners choose not to hold a trade through the report at all, because price can gap past a Stop loss — so the loss can be bigger than planned.
If you do trade a stock after its report, the usual rules still apply: mark the turning points on the bigger chart, wait for a candle body to close past a level, and size from your stop with the position size calculator.
Common mistakes
- Asking AI from memory. "What did [company] earn last quarter?" invites a wrong or old answer. Paste the report.
- Treating good news as "it'll go up". Price reacts to surprises and to what traders expected, which you can't fully know.
- Skipping guidance. The past quarter is history. What the company expects is often the bigger story.
- Holding through the report by accident. Check the report date for anything on your watchlist.
AI reads. You decide. A summary tells you what the company said. It doesn't tell you what to do. Your plan and your risk rules do that.
Try it today
Pick any large company you know. Find its latest earnings press release on its investor page or SEC EDGAR. Run the prompt above. Check the 3 numbers. Then open its daily chart and find the report day — look at how price moved, and whether it left a gap. That's 10 minutes of real research, no guesswork.
Questions
Can ChatGPT read earnings reports?
Yes, if you paste in the report text. It's good at pulling out revenue, profit, guidance and unusual items. Without the text, it may use old or made-up numbers.
Where can I find a company's earnings report?
On the company's investor relations page, or on SEC EDGAR at sec.gov. The press release is often attached to a form 8-K; full quarterly reports are form 10-Q.
What is the most important part of an earnings report?
Many people watch revenue, earnings per share and guidance. Guidance — what the company expects next — often matters more than the past quarter.
Why does a stock fall after good earnings?
Prices react to what traders expected. If results were good but less than hoped, or guidance was weaker, price can still fall.
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