01

Start with the economic engine

Use sector labels to organize questions, then inspect the actual revenue mix. For a bank, investigate credit losses and funding. For a commodity producer, inspect realized prices and costs. For a subscription business, examine retention and the cost of acquiring customers. These are research prompts, not universal valuation formulas.

02

Match the denominator to the claim

P/E divides share price by earnings per share. Use a dated price and a clearly identified annual or trailing earnings period. Negative earnings make a conventional positive P/E comparison unhelpful. Adjusted profit needs reconciliation with reported accounts.

03

Cross-check cash and financial obligations

Read earnings, cash generation, reinvestment needs, and debt together. A business can report profit while consuming cash. Compare consistent accounting periods and avoid treating businesses with different capital needs as interchangeable.

04

Use a range of assumptions

Write a conservative, central, and optimistic case for an observable business driver. Do not assign probabilities without a basis. Stress the earnings denominator as well as the multiple, and distinguish a scenario output from a price target you expect to occur.

Hypothetical worked example

A low multiple can disappear when earnings normalize

A low multiple can disappear when earnings normalize
Company / caseShare priceAnnual EPSP/E
A: current reported year$60$610×
A: hypothetical weaker earnings$60$320×
B: current reported year$60$415×

What the example shows: At unchanged prices, A’s apparent discount reverses in the weaker-earnings scenario. This does not make B a buy: growth, durability, debt, cash conversion, and reporting basis still need review.

Try before you reveal

Check your understanding

Two companies both trade at 15× earnings. Are they equally attractive?

Show the explanation

No. The same multiple can attach to very different growth, risk, accounting quality, reinvestment requirements, and debt. Comparable arithmetic is only the beginning.

Put it to work

  1. Identify who pays the company and why.
  2. Match valuation measures to its economics.
  3. Record dates, accounting basis, and adjustments.
  4. Stress earnings and check cash and debt.

Sources and boundaries

Sources support the underlying concepts. The examples, exercises, and research questions are this site’s educational illustrations. They are not live quotes, return forecasts, or personalized recommendations. Sources checked September 27, 2026.

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