Chapter 34Advanced~12 min

Signals worth investigating

Patterns that deserve a closer look — never automatic proof.

A red flag is a pattern in the numbers that deserves a closer look. It is a clue that something might need explaining — it is not a verdict. Experienced analysts treat red flags as questions to ask, not as proof of anything.

Read this first

This is the single most important idea in this chapter: a red flag is a signal for further investigation, not automatic proof that anything is wrong. Most of these patterns have innocent explanations.

Signals worth investigating

SignalWhat it looks likeWhy it is worth a look
Rapid debt growthBorrowings rising much faster than profitsInterest costs can squeeze profit if the business slows
Falling cash flowOperating cash flow shrinking year after yearThe business may be collecting less or spending more
Profit up, cash flow downNet profit rising while operating cash flow fallsProfits may be on paper rather than in the bank
Increasing receivablesMoney owed by customers growing faster than revenueSome sales may be hard to collect
Declining marginsNet margin falling even as revenue risesCosts are rising faster than prices
Excessive dilutionMany new shares issued over a short periodExisting owners' slice shrinks; may signal a cash shortage
Large related-party transactionsBig deals with companies linked to owners or managersTerms may not be fair to all shareholders
Unusual accounting changesChanging how revenue or costs are recordedCan make one year hard to compare with the last
Persistent negative free cash flowSpending more on long-term assets than the business generatesThe company keeps needing outside money to continue

Nine patterns that analysts flag for a closer look.

Red flags explorer

Patterns that may warrant further investigation. Click one to see what it looks like and what to check.

What it looks like

Borrowings rising much faster than revenue or profits.

Why it may matter

More debt means more interest to service, and less resilience if business slows.

What to investigate

Why is the company borrowing? Is the new capital earning a return? Can cash flows cover interest?

A flag is a prompt to investigate, not proof of wrongdoing. Healthy companies sometimes show these patterns for perfectly good reasons.
Explore each signal and note why it could be innocent — or not.

Take increasing receivables as an example. Receivables are the money customers owe the company for goods already delivered. If they grow faster than revenue, it may mean customers are paying more slowly — but it may also mean a few large, reliable customers were given longer credit terms to win their business.

Large related-party transactions are another. A company dealing with firms connected to its own owners can be perfectly normal, but the terms should be clear and fair to all shareholders. That standard is sometimes called dealing at arm's length.

No single signal should ever be read on its own. One can have a simple explanation; several appearing together is what makes them worth studying carefully.
The healthy response to a red flag is a question — what is causing this? — rather than a conclusion.

Key takeaways

  • Red flags are signals to investigate, not automatic proof of wrongdoing.
  • Debt rising faster than profits, and profit rising while cash flow falls, are classic patterns to examine.
  • Receivables growing much faster than revenue can suggest sales that are hard to collect.
  • A single signal usually has an innocent explanation; several together deserve study.
  • A good question beats a quick conclusion.

Check your understanding

Every answer comes with an explanation — the goal is understanding, not a score.

Question 1 / 30%

What does it mean when a company shows a red flag?

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