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StockEyes · Course 03

How to follow market news like an analyst

Most investors consume too much news and learn too little from it. Analysts do the opposite: a small set of primary sources, a routine that separates scheduled information from genuine surprises, and a habit of reading the filing before the commentary. This guide builds that system - what to read, what to ignore, and how to react when news actually matters.

MethodSource-tier news dietLive examplesMSFT · NVDAEvidence dateSep 30, 2026OutputA calmer, better-informed routine
Direct answer

What is the right way to follow market news?

Read primary sources for companies you own, scan one reputable daily summary for the big picture, and ignore everything else until a filing or event touches your thesis. The goal of following news is not to know everything first - it is to notice, quickly and accurately, when something changes about a business you understand. That requires far less news than most people consume, but of much higher quality.

The single highest-leverage habit: read the filing before the commentary. When a headline moves one of your holdings, open the 8-K, press release, or earnings release first. Commentary is someone else's interpretation arriving after the price has moved; the source document is the information itself.

Sources

The three tiers of market news

Not all news is equal. Organize sources by how close they are to the facts:

Tier 1 · Primary sources

SEC filings (8-K, 10-Q, 10-K, Form 4), company press releases, investor-relations pages, earnings call transcripts, official newsroom feeds. This is what happened, in the company's or regulator's own words. Always the first stop for holdings.

Tier 2 · Professional reporting

Established financial press with newsroom standards - wire services and major business publications. Good for the big picture and for events outside your holdings. Still verify market-moving claims against Tier 1.

Tier 3 · Commentary and social

Opinion columns, newsletters, podcasts, social media, forums. Useful for surfacing ideas and sentiment - never a basis for decisions. Treat every Tier 3 claim as unverified until a higher tier confirms it.

Decision rule: Tier 1 for holdings · Tier 2 for context · Tier 3 for ideas only - never trade on Tier 3

A

Set up direct feeds for your holdings

Every public company has an investor-relations page with press releases and SEC filing alerts - subscribe. SEC EDGAR lets you follow a company's filings directly. This replaces dozens of news-site visits with the source documents arriving as published. The official company news desk collects newsroom-published updates for covered companies in one place.

B

One daily summary is enough

Pick one reputable morning market summary and read it with coffee. That covers overnight markets, the day's economic calendar, and major corporate news. For the filing side of that scan, the InsiderTrace filing calendar groups reported insider transactions by date, so you can spot the days insiders were active. Anything beyond that during the day is entertainment unless it concerns a holding - in which case, go to Tier 1.

Headlines

How to read an earnings headline without overreacting

Earnings headlines follow a formula, and misreading the formula causes most overreactions. A headline like "Company X beats on earnings, stock falls 4%" is not a paradox - it is three separate pieces of information:

A

Separate the three numbers

Revenue vs expectations - did the business grow as expected? Earnings vs expectations - were profits as expected (and are they quality earnings - see the fundamental analysis guide)? Guidance vs prior guidance - what does management now expect? The market trades mostly on the third number and the revision to the second. A "beat" with lowered guidance is bad news wearing a good headline.

B

Expectations are not the whisper - they are the price

Analyst estimates are public, but the real expectation is embedded in the stock price before the release. A stock that rose 15% into earnings needs a spectacular quarter just to hold its gains; an "in-line" result can trigger a selloff. Judge the reaction against the run-up, not against the headline's adjectives.

C

Read the release, then the call

The press release has the numbers; the earnings call has the context - what management emphasizes, what analysts press on, what goes unanswered. Transcripts are free and searchable. Thirty minutes with a transcript teaches more than three hours of post-earnings commentary. The earnings report guide walks through the release line by line.

Noise filter

Separating signal from noise

Run every market story through three questions before it earns any of your attention:

Does it cite a checkable source?

"Sources say" and "reportedly" are not sources. A story that cannot point you to a filing, a named official, or verifiable data is a rumor with production values. Rumors occasionally turn out right; they are never a basis for action.

Does it change a number in your thesis?

Your thesis has numbers: expected revenue growth, margin path, key risks. News that does not move any of them is entertainment. News that does - a guidance cut, a lost contract, a regulatory ruling - deserves the Tier 1 treatment immediately.

Will it matter in a year?

Most market news has a half-life of days. Analyst upgrades, single-day moves, pundit debates - all fade. Product launches, leadership changes, balance-sheet events, and regulatory decisions compound. Spend attention proportional to half-life.

Who profits from your reaction?

Urgency is a sales tactic. "Buy now before earnings," "sell before the crash" - the publisher profits from your click or trade regardless of the outcome. Calm sources that explain rather than alarm are worth more than exciting ones.

Three yeses: read the primary source and update the thesis. Anything else: note it or ignore it. This filter eliminates roughly 90% of financial media without missing anything that affects a long-term portfolio.

Routine

The 15-minute daily routine

For investors (not day traders), this is the entire daily news requirement:

1

Morning scan (10 min)

Read your one daily market summary. Note the day's economic releases (jobs, inflation, Fed speakers) and any news on your holdings. File the rest under "context."

2

Holdings check (5 min)

Any Tier 1 event on a holding - filing, press release, guidance? If yes, read the source document now (not the commentary). If no, you are done with news for the day.

3

Quarterly deep reads (scheduled, not daily)

Earnings season is when news actually matters for your holdings: the release, the transcript, the updated thesis. Put earnings dates on your calendar from the earnings calendar and treat those days as research days - this is the 5% of news consumption that does 95% of the work.

Intraday price checking is not news consumption - it is anxiety with a ticker symbol. If you find yourself refreshing quotes, close the tab and reread your written thesis instead. The thesis is the plan; the price is just today's vote.

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The News Reaction Checklist

When a headline moves one of your holdings, run this checklist before doing anything. Print this page to isolate it.

StepActionDone?Finding
1Identify the primary source (filing, release, transcript)
2Read the source document before any commentary
3Separate the facts: revenue vs expectations, earnings vs expectations, guidance change
4Check the price run-up into the news (was it already priced in?)
5Ask: does this change a number in my written thesis?
6Ask: will this matter in one year?
7If yes to 5 or 6: update the thesis with the new evidence and date it
8If no: file under context, change nothing
Frequently asked questions

Questions about following market news

How should beginners follow stock market news?

Build a tiered routine: check primary sources (SEC filings, company investor-relations pages) for companies you own, scan one or two reputable market summaries daily for the big picture, and ignore real-time price commentary. Read the filing behind any headline that moves one of your holdings before reacting.

What are primary sources for stock news?

SEC EDGAR filings (10-K, 10-Q, 8-K, Form 4), company press releases and investor-relations pages, earnings call transcripts, and official newsroom RSS feeds. Primary sources state what happened; secondary sources interpret it.

How do you read an earnings headline without overreacting?

Separate the three numbers: revenue versus expectations, earnings versus expectations, and guidance versus prior guidance. Then check the price reaction against the actual surprise - stocks often fall on "beats" when expectations were already priced in. Read the release before the commentary.

How much market news is too much?

If news consumption changes your portfolio decisions more than quarterly filings do, it is too much. A daily 15-minute market scan plus filing-driven deep reads on your holdings beats hours of real-time commentary for long-term investors.

Should I trade on breaking news?

Breaking news is the worst-priced information in the market - by the time you read it, professional traders have acted on it. Use news to update your thesis and watchlist, not to place urgent trades. The exception is news about companies you already researched deeply, where you can judge the gap between the headline and the fundamentals.

How do I tell real financial news from noise?

Ask three questions: does it cite a primary source you can check, does it change a number in your thesis (revenue, margin, risk), and will it matter in a year? If the answer to all three is no, it is noise regardless of how urgent it feels.

Continue the course

Put news in its place in the workflow

StockEyes provides informational research organization and transparent calculations, not personalized investment advice, trade instructions, or predictions. This guide describes a news-consumption process; it does not recommend any action on any security. Always review original sources before acting, and consult a qualified professional for advice about your own situation.