Start your investing journey with simple explanations, real examples, and practical steps

How to Check if the Story Matches Reality: 7 Key Metrics To Check Before Buying A Stock

You have already picked your first ETF or stock. You learned how to think about business quality with 7 Powers, spotting competitive moats and durability. Now comes the next step: checking the numbers to make sure the story matches reality.

(Source: Zorroh – How To Pick Your First ETF Or A Stock)

Here’s the truth: great stories can hide weak numbers. Before you buy any stock, ask yourself this one simple rule:

Think in percentages, not dollars.

The Power of Thinking in Percentages

Most people read numbers in dollars, and that leads straight to confusion.

“Company A grew revenue by $1 billion!” sounds huge. But if that company started with $100 billion in sales, that’s only 1% growth- not impressive at all.

“Company B grew revenue by $500 million.” Sounds smaller, right? But if Company B had only $1 billion in sales to start, that’s 50% growth- that’s a rocket ship.

Percentages tell you the real story. Dollars just tell you the size.

From here on, whenever you look at a company’s numbers, ask yourself: is this change big relative to the baseline? That’s how you spot real growth, real profit, and real problems.

 

The 7 Numbers You Should Check:

1: Revenue and Revenue Growth

What it is:

The company’s sales (top line) over time- reported yearly and quarterly. The percentage change year-over-year is what you focus on, not the absolute dollar figure.

Why it matters:

Revenue growth tells you if the business is actually expanding or if it’s treading water. A company with flat or shrinking revenue needs a very strong moat to be worth your money.

What to look for:

  • 3 to 5 year trend: is revenue growing, flat, or falling?
  • Focus on % growth, not total dollars.
  • Rough ranges: negative growth (red flag), low single digit (mature), double digit (strong), or very high (hyper-growth but riskier).

Where to find it:

  • Company investor relations site → “Annual Report” or “10-K” → Income Statement (shows “Revenue” or “Net Sales”).
  • Free sites:
    • Yahoo Finance: search “TICKER” → “Financials” tab → “Income Statement”.
    • Google: search “TICKER revenue” → often shows growth in the first result.
    • TradingView or TIKR: “Financials” → revenue chart over time.

2: Profitability (Margins)

What it is:

Three layers showing how much of each sales dollar the company keeps:

  • Gross margin: (sales minus direct costs) ÷ sales. “What’s left after buying/making the product?”
  • Operating margin: (operating profit) ÷ sales. “What’s left after paying salaries, rent, marketing, etc?”
  • Net margin: (net income) ÷ sales. “What’s left after everything: interest, taxes, one-off charges?”

Why it matters:

Margins tell you how much the business actually profits. They’re where 7 Powers show up: strong brand and pricing power = higher, stable margins. Weak competitive position = margins get squeezed by rivals.

What to look for:

  • Are margins positive or negative? (Negative is a red flag.)
  • Are they stable over 3–5 years, or collapsing?
  • Compare to peers in the same industry (software vs software, not software vs restaurants).

Where to find it:

  • Yahoo Finance: search “TICKER” → “Statistics” or “Analysis” tab (often shows percentages directly).
  • Company annual report: “Income Statement” and “Management Discussion & Analysis” sections.
  • Most broker apps (E-Trade, Charles Schwab, Webull) show margins in the stock overview.

3: Balance Sheet Strength (Net Debt)

What it is:

Total debt minus cash. Simple: is the company in net debt or net cash? A company with more debt than cash faces higher risk.

Why it matters:

Weak balance sheets break when the economy slows or interest rates rise. Strong ones give companies room to invest, pay dividends, and survive downturns.

What to look for:

  • Is total debt reasonable relative to yearly profit or cash flow?
  • For risky or cyclical industries (airlines, commodities, startups), high debt is a bigger red flag.
  • Rough ratio to watch: debt should be less than 3 times yearly operating profit.

Where to find it:

  • Company annual report: “Balance Sheet” or “Statement of Financial Position”.
  • Yahoo Finance: search “TICKER” → “Financials” → “Balance Sheet”.
  • Most brokerage apps show “Total debt” and “Cash” in a snapshot view.

4: Cash Flow (Free Cash Flow)

What it is:

Cash generated by the business after necessary capital spending. Shown as “Free Cash Flow” or “FCF.”

Why it matters:

Accounting profit can be noisy; cash flow shows real money. Free cash flow is what pays down debt, funds buybacks, and supports dividends.

What to look for:

  • Is operating cash flow consistently positive over multiple years?
  • Over a few years, does free cash flow roughly track net income (not constantly far below it)?
  • For heavy capex businesses (capital-intensive like utilities or manufacturers), check if big investments eventually translate to higher cash flow.

Where to find it:

  • Company annual report: “Cash Flow Statement”.
  • Yahoo Finance: search “TICKER” → “Financials” → “Cash Flow”.
  • Some platforms (Morningstar, TIKR, Koyfin) show FCF directly in “Statistics” or “Valuation” tabs.

5: Capital Efficiency (ROE / ROIC)

What it is:

  • Return on Equity (ROE): How much profit is generated per dollar of shareholder equity.
  • Return on Invested Capital (ROIC): Profit versus all capital (equity + debt) used in the business.

Why it matters:

Good businesses generate more profit from each dollar invested. High, stable returns often signal strong competitive position and pricing power.

What to look for:

  • Rough ranges: low single digits (weak), mid-teens (decent), 20%+ (strong).
  • Is it stable over multiple years or volatile?
  • Companies with strong 7 Powers (brand, switching costs, scale) tend to have high ROIC.

Where to find it:

  • Yahoo Finance: search “TICKER” → “Statistics” (ROE percentage).
  • Morningstar, TIKR, Koyfin: “Returns” or “Profitability” tabs.
  • Company investor presentations often highlight ROIC.

6: Per-Share Reality (EPS and Share Count)

What it is:

  • Earnings Per Share (EPS): Net profit divided by shares outstanding.
  • Share count: Total number of shares the company has issued.

Why it matters:

Growth must show up per share, not just in total profit. If a company doubles profit but doubles shares, your piece of the pie stayed the same.

What to look for:

  • Is EPS trending up over 3–5 years?
  • Is share count flat, shrinking (buybacks = good), or rising (dilution = bad)?

Where to find it:

  • EPS: Yahoo Finance → “Summary” or “Analysis” tabs; most broker apps.
  • Share count: Yahoo Finance → “Statistics” → “Shares Outstanding”; or company annual report.

7: Valuation Snapshot (P/E Ratio)

What it is:

Price-to-Earnings (P/E) ratio: current stock price divided by EPS. It’s a simple ratio, not a full valuation model- just a starting point.

Why it matters:

Even a great business can be a terrible investment if you pay too much. Very high or very low P/E both need an explanation.

What to look for:

  • Compare the current P/E to the company’s own history (5–10 years).
  • Compare to peers in the same sector.
  • Very high P/E? You’re betting on strong future growth.
  • Very low P/E? Could be cheap, or could be a value trap (cheap for a reason).

Where to find it:

  • Google: search “TICKER P/E” → first line usually shows it.
  • Yahoo Finance: “Summary” → “Valuation measures”.
  • Most broker apps show P/E in the stock overview.

Putting It Together: Apple, Lululemon, McDonald’s By The Numbers

Let’s take the three companies from our 7 Powers post and run them through these 7 metrics. This is not advice- just practice.

Apple: The Ecosystem & Switching Cost Story

1. Revenue & Growth

  • Fiscal 2024: $391 billion in revenue.
  • Growth: +2% year-over-year (in % terms- slow but mature).
  • What it tells you: Apple is large and mature. Growth is modest, but that’s normal for a $390B+ company.

(Source: Visual Capitalist – Apple Revenue Breakdown; Bullfincher – Apple Revenue 2015-2024)

2. Margins

  • Gross margin: approximately 46% (estimated from hardware + services mix).
  • Operating margin: approximately 30% (estimated).
  • What it tells you: These are very healthy margins. That’s the brand and ecosystem power showing up.

3. Services Growth

  • Services revenue (App Store, iCloud, Apple Music, etc.) grew 13% year-over-year to $96 billion in fiscal 2024.
  • What it tells you: While hardware is flat, the recurring, high-margin services business is growing fast- exactly what switching costs protect.

(Source: Bullfincher – Apple Revenue by Segment)

Balance sheet & cash flow: Very strong cash generation and minimal debt. Apple can fund its own growth and return cash to shareholders.

Bottom line: The numbers match the “ecosystem moat” story. Healthy margins, growing services, and strong cash flow all support the idea that once you’re in Apple’s ecosystem, you stay.

Lululemon: The Premium Brand Story

1. Revenue & Growth

  • Full-year 2024: $10.6 billion in revenue.
  • Growth: +8% year-over-year (in % terms- solid growth for the size).
  • What it tells you: Lululemon is growing faster than mature tech or retail peers. That suggests brand strength is helping it win market share.

(Source: Yahoo Finance – Lululemon Q4 2024 Earnings)

2. Margins

  • Q4 2024 gross margin: 60.4% (up 100 basis points from prior year).
  • Full-year 2024 gross margin: 58.3% (expanded by 530 basis points over multi-year period).
  • Operating margin: Rising (around 27–29% in recent quarters).
  • What it tells you: These are exceptional margins for an apparel brand. Generic sportswear might have 30–40% gross margin; Lululemon’s 58%+ is textbook brand power.

(Source: Ainvest – Lululemon Gross Margin)

3. Per-Share Performance

  • Full-year 2024 adjusted EPS: up 15% year-over-year.
  • Share repurchases: $1.6 billion in 2024 (buybacks reduce share count, benefiting remaining shareholders).
  • What it tells you: Earnings per share is outpacing revenue growth- thanks to margin expansion and buybacks.

Bottom line: The numbers prove the brand story. Lululemon’s ability to charge premium prices shows up in margins far above peers. Growth is solid, and per-share earnings are accelerating. That’s textbook branding power.

McDonald’s: The Scale & Process Story

1. Revenue & Growth

  • Full-year 2024: $25.9 billion in revenue.
  • Growth: +2% year-over-year (mature and steady).
  • Systemwide sales (franchised + company-owned): $130.7 billion (1% growth).
  • What it tells you: McDonald’s is a mature, slow-growth business. But don’t mistake slow growth for weakness.

(Source: McDonald’s – Q4 & Full Year 2024 Results)

2. Margins

  • Gross margin: 56.75% (for a restaurant franchise model, exceptional).
  • Operating margin: 45.19% (for comparison, most restaurants operate at 5–15%).
  • Net margin: 31.72%.
  • What it tells you: These margins are mind-bogglingly high for a restaurant business. That’s the result of franchising model, scale economies, and process power. McDonald’s doesn’t own the buildings or cook all the food- franchisees do that risk. McDonald’s gets the profit.

(Source: MLQ – McDonald’s Profit Margins)

3. Cash Flow & Capital Allocation

  • Operating cash flow: $9.4 billion in 2024 (down 2% YoY, still robust).
  • Free cash flow: $6.7 billion (down 8% YoY, due to higher capex).
  • Returned to shareholders: $7.7 billion via dividends and buybacks.
  • What it tells you: McDonald’s generates massive, consistent cash and returns nearly all of it to shareholders. It doesn’t need to grow fast to be valuable.

(Source: Captide – McDonald’s Q4 2024 Earnings)

Bottom line: The numbers show why McDonald’s is a “moat” story, not a growth story. Scale and process power allow it to extract profits that a small burger shop never could. Slow growth? Yes. Excellent capital allocation? Absolutely.

How These Numbers Connect Back to 7 Powers

Notice the pattern:

  • Apple: 7 Powers (ecosystem, switching costs, brand) → high, stable margins → strong cash flow.
  • Lululemon: 7 Powers (brand, vertical control) → exceptional gross margins → EPS growth outpacing revenue growth.
  • McDonald’s: 7 Powers (scale, process, franchising model) → extreme operating margins → steady, massive cash returns.

The numbers don’t lie. When a company has real competitive power, it shows up as:

  • Higher, more stable margins than peers.
  • Consistent cash flow generation.
  • Efficient use of capital (high ROE / ROIC).
  • Per-share earnings that grow faster than revenues (through buybacks or multiple expansion).

If you see the story of a strong “moat” but the numbers show low margins, weak cash flow, or poor capital efficiency, something is wrong. Pass.

Your Simple Checklist

Before buying any individual stock, create a simple one-page checklist:

  1. Does it have a 7 Powers moat? (From the last post.)
  2. Revenue growth (in %): Is it growing in a way that makes sense for the industry?
  3. Margins: Are they higher and more stable than peers?
  4. Balance sheet: Is debt manageable?
  5. Cash flow: Is it positive and growing?
  6. ROE / ROIC: Is the business generating good returns on capital?
  7. Per-share performance: Is EPS growing? Is share count shrinking (via buybacks)?
  8. Valuation (P/E): Is it reasonable vs. the company’s history and peers?

If you can answer “yes” to most of these and the numbers are in line with the 7 Powers story, you’ve found a business worth considering.

(Source: Zorroh – Investing 101; Capital Group – Time Not Timing)

What’s Next?

If these 7 numbers feel manageable and the story checks out, the next step is to go deeper. In the next post, we’ll walk through a real company’s annual report, line by line through the income statement, balance sheet, and cash flow statement. You’ll see where each of these 7 numbers lives, and how to read the full financial statements like a pro.

For now, just remember: great businesses show up in the numbers. If the story is strong but the numbers are weak, something is wrong.

Disclaimer:

This post is educational only and is not investment advice. The examples of Apple, Lululemon, and McDonald’s are for learning purposes only. Always do your own research, consult a qualified financial advisor, and never invest money you cannot afford to lose. Past performance does not guarantee future results. Stock prices and company metrics change constantly.


Rohan Bhatia, cfa