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Every forecast row is a sentence about the business

Aswath Damodaran · Narrative and Numbers

The idea

Damodaran's book connects the two halves of an analyst's work that are usually kept apart. A story about a company, what it does, who it sells to, why it will grow, has to become a set of numbers to be a valuation; and a set of numbers that cannot be told as a story is not a forecast but a guess. The discipline runs both ways. Each row in the model should be readable as a claim about the business, and each claim in the pitch should point at a row. Where the two disagree, one of them is wrong.

A forecast is a story written in numbers; if a row cannot be said as a sentence about the business, it should not be in the model.

When it works

Building or defending a DCF, writing a stock pitch, or reviewing someone else's model.

When it may fail

A coherent story can still be false, and a good storyteller can make a bad forecast sound inevitable. The book's answer is to keep the numbers honest with base rates, which is the Kahneman insight again.

How to use it

Beside each driver in a model, write the sentence it asserts: revenue grows at twelve percent because the company adds two markets a year at current penetration. A driver with no sentence is where the model is weakest, and where an interviewer will push.

Where it came from

Book Narrative and Numbers · Aswath Damodaran

What the source says. Where a story becomes a forecast and a forecast becomes a valuation: the bridge between a stock pitch and the DCF sitting underneath it.

Find it on the shelf Written from L3VLUP’s own notes on the work · reviewed 2026-10-16

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