Numbers versus adjectives

If you remember only one habit from this entire shelf, make it this one. It is the most reliable tell in all of market language, it works on analysts, managements, media and influencers alike, and it fits in four words: how much, exactly?

Here is the whole idea in a sentence. When someone describes a business result with a strong adjective instead of a number — "demand was robust", "margins improved significantly", "a strong pipeline" — the adjective is very often sitting in the exact spot where a weak or missing number would go. The word is doing the number's job, because the number would not have sounded as good. Learn to feel the itch every time an adjective shows up unattached to a figure, and to answer it with the same cold question — how much, exactly? — and you will catch more spin than any other single skill can teach you.

The last two modules built toward this. You learned that concalls hide their information in the Q&A, and that guidance leans on hedge words. This module names the deeper pattern underneath both: the swap of an adjective for a number is how vagueness is smuggled past you while sounding like substance.

An adjective and a number are not two ways of saying the same thing. A number is checkable, comparable and permanent — "revenue grew 4%" can be verified against the filing, set beside a competitor's 9%, and remembered against next year. An adjective is none of those. "Robust growth" cannot be checked, cannot be compared, and can be quietly redefined later to fit whatever happened. That difference is exactly why the adjective gets chosen when the number is inconvenient.

Ask the master question — who profits if you believe this? When a company's growth is genuinely strong, it says the number, loudly, because the number flatters it: "we grew 28%." Nobody hides a good figure behind a vague word. So when the word appears instead of the figure, the most likely reason is that the figure is ordinary or poor, and "robust" flatters it in a way "4%" never could. The adjective is not usually a lie. It is a choice to describe rather than disclose, made precisely when disclosure would disappoint.

This is why the swap is such a dependable tell. It is not that adjectives are forbidden — good writing uses them, and some results genuinely are strong. It is that an adjective standing in for a number that has gone missing is a signal, every time, that the number was worth hiding. You fool yourself the moment you let a warm word feel like a fact, and the cure is mechanical: convert every adjective back into the number it replaced, or go and find that the number is being withheld.

Picture every unbacked adjective as a curtain drawn across a number. "Volumes were strong" is a curtain; behind it is a real figure — maybe +2%, maybe +20% — and the whole function of the word is to stop you asking which. Your job is to reach up and pull the curtain aside. There is exactly one motion for it: ask how much, exactly? and refuse to move on until you have the figure or have confirmed it is being withheld.

This is the adjective tell: a strong describing word used exactly where a real number is missing. It is a first cousin of the hedge word you met in guidance — the hedge word softens a promise about the future; the adjective tell inflates a description of the past — and both are cured by the same reflex of demanding the figure. The small vocabulary to flag is short and worth knowing cold: strong, robust, healthy, significant, sharp, meaningful, encouraging, solid, resilient, buoyant, sizeable. Any of them, floating free of a number, is a curtain.

Take a stretch of management commentary and run every phrase through the one question. illustrative On the left is what was said; on the right is what asking "how much, exactly?" turns it into — and how much smaller the truth often is than the word.

Read the right-hand column and the trick becomes vivid. "Significant debt reduction" survives the glow only until you learn it was a 4% trim. "Strong traction" turns out to be under 1% of sales. "Healthy margin expansion" is three-tenths of one percentage point. None of these is a lie — the debt did fall, the segment did grow — but every adjective was carrying far more emotional weight than its number could support. That gap, between what the word implied and what the figure delivers, is precisely the spin you are learning to strip out.

Now feel the same claim from both sides, because there is an honest reading too.

The discipline is not cynicism. It is refusing to let a describing word settle a question a number should settle — and being willing, when the number turns out fine, to accept that the adjective was fair.

The adjective tell is powerful, but it has edges, and knowing them keeps it from curdling into reflexive suspicion.

It does not make an adjective false. "Robust demand" behind a 2% volume number is spin; behind a 22% number it is simply true. The tell tells you to go and check — it does not tell you the answer in advance. Skipping the check and assuming every strong word hides a weak number is its own lazy error.

It does not mean numbers cannot mislead. A precise figure can be cherry-picked, measured oddly, or true-but-irrelevant — you saw in the analyst module how a real number can still be used to sell. Demanding a number is the first filter, not the last. Once you have the figure, you still have to ask whether it is the right figure, honestly measured.

And some genuinely important things resist a clean number — culture, a management's integrity, the durability of a moat. The tell is not an instruction to dismiss everything that isn't quantified. It is an instruction to notice when something that obviously has a number is being described without it. Softness where a figure clearly belongs is the target; softness where no figure could exist is not.

The swap works on almost everyone until they learn to feel it. Here is where it lands.

1. Feeling informed by a paragraph of adjectives. A confident, well-written update full of "robust", "healthy" and "encouraging" leaves the reader satisfied — as if facts were delivered. Count the numbers in it. Often there are none.

2. Letting the word set the size. "Significant", "sharp", "meaningful" all imply big, and the mind accepts the implied size without evidence. The word chooses the magnitude; the reader never checks whether the figure agrees. It usually doesn't.

3. Comparing a numbers company unfavourably to a words company. The firm that says "4% and flat" can sound worse than the one that says "a healthy, encouraging quarter" — when in fact the first told you far more. Plain numbers can read as modest and glowing adjectives as impressive, exactly backwards from their real information value.

4. Accepting 'we can't quantify that' without noting it. Sometimes true, sometimes a dodge. Either way, write it down and watch whether the number ever arrives. An answer permanently deferred is usually an answer.

5. Forgetting the tell the moment you like the company. It is easy to demand numbers from a business you distrust and to let a favourite off with adjectives. The tell is only worth anything if you apply it hardest to the stories you most want to believe.