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How to use AI for economic news — a routine for CPI, jobs and Fed days

Big news days move markets fast. AI can't tell you which way. What it can do is help you prepare the day before and understand the release in minutes after — if you feed it the real numbers.

Beginner guide · 8-minute read · Updated 2026-10-21

What AI can and can't do on news days

On a big release day, prices can jump in seconds. Spreads widen, orders fill at worse prices than planned (Slippage), and charts get messy.

AI chat assistants (like ChatGPT, Claude or Gemini) can help in two ways:

• Before: explain what a report measures and what's scheduled.
• After: summarise the official release you paste in, in plain words.

What they can't do is tell you which way price will move. The move depends on how the number compares with what traders expected — and how they react. Nobody knows that in advance.

The big 3 releases, in one table

Exact dates move around, so always check the calendar. See how to read an economic calendar and the full CPI and FOMC days guide.

Before: the day-ahead prep

Prompt 1: Understand the report

I'm new to trading. Explain in plain words what the [CPI / jobs report / Fed decision] measures, who publishes it, and why traders watch it. Under 150 words. No predictions.

Prompt 2: Decode the calendar

Copy this week's rows from an economic calendar — the event, time, forecast and previous number — and paste them in:

Here are this week's economic calendar rows. For each one, tell me in one line what it measures and which markets usually pay attention. Then list the times in ET in order. Don't predict the results.

[paste calendar rows]

Now you know when to be careful. Many beginners choose to be out of trades, or not to start new ones, for a while around these times.

Prompt 3: Set your news-day rule

Help me write a simple, one-line rule for trading around big economic releases. My style: [e.g. practice day trades on index futures]. Options I'm thinking about: be flat before the release, wait 15–30 minutes after, or skip the day. Give the pros and cons of each in plain words.

Pick one and write it into your plan. A rule decided the day before is much easier to follow than one decided at 8:29 am.

After: reading the release

Step 1: Get the official numbers

Don't ask AI "what was CPI today?" It may give an old number or the wrong month. Go to the source:

• CPI and jobs: bls.gov
• Fed statements: federalreserve.gov

Copy the summary text from the release.

Step 2: Paste it in

Below is today's official release text. Using only this text:
1. What's the headline number, and how does it compare with last time?
2. What parts went up and what went down?
3. Explain any terms a beginner wouldn't know.
If something isn't in the text, say "not in the text". Don't predict what markets will do.

[paste release text]

Step 3: Compare with the forecast yourself

The calendar's "forecast" column is what economists expected. The "actual" is the new number. The gap between them — the surprise — is what markets react to most.

You can do this math in your head: forecast 0.3%, actual 0.5% → came in 0.2 points higher than expected. That's an illustration with made-up numbers.

Step 4 (Fed days): spot what changed

The Fed's statement often changes only a few words from the last one. Those words can matter. Paste both:

Here are the new and previous Fed statements. List every sentence that changed and explain each change in plain words. Is the new wording more focused on fighting inflation (often called hawkish) or on supporting growth (often called dovish)? Only describe the words; don't predict markets.

[paste new statement]
[paste previous statement]

Learn the terms in Hawkish and dovish.

Back to the chart

After the release, the first few minutes can be wild. If you trade at all, let the dust settle and go back to your usual process:

1. Look at the bigger chart first.
2. Mark the last places price turned around — the release often creates a new one.
3. Wait for a candle body to close past a level; spikes leave long wicks that don't count.
4. Size from your stop with the position size calculator. Wider news-day stops mean a smaller size for the same risk.

Common mistakes

• Asking AI what the market will do after CPI. It will guess. A guess with good grammar is still a guess.
• Trusting AI's numbers. Always take the figure from the official release.
• Holding a tight stop through the release. Price can jump past it, so the loss can be bigger than planned.
• Reading headlines instead of the release. Headlines simplify. The release text is short — read it.

Questions