Concept reviews
Business concepts, explained simply.
The metrics, frameworks and jargon behind every case interview — each in plain English, with a worked example and the tip interviewers actually listen for.
📈 Metrics
The numbers every business case runs on.
Profit
What's left after you pay for everything.
Profit = Revenue − Cost
Revenue
All the money coming in from sales.
Revenue = Price × Volume
Gross margin
How much of each sale you keep after the direct cost of making it.
Gross margin % = (Revenue − COGS) ÷ Revenue
Contribution margin
What each extra unit adds towards covering fixed costs.
Contribution margin = Price − Variable cost per unit
Customer acquisition cost (CAC)
How much you spend to win one new customer.
CAC = Sales & marketing spend ÷ New customers
Lifetime value (LTV)
The total profit a customer brings before they leave.
LTV ≈ (ARPU × Gross margin %) ÷ Monthly churn
LTV : CAC ratio
Is a customer worth more than it cost to get them?
LTV ÷ CAC
Churn
The share of customers who leave in a period.
Churn % = Customers lost ÷ Customers at start of period
ARPU
Average revenue per user.
ARPU = Revenue ÷ Number of users
Break-even point
How much you must sell before you stop losing money.
Break-even units = Fixed costs ÷ Contribution margin per unit
Payback period
How long until an investment earns back what it cost.
Payback = Upfront investment ÷ Annual cash return
Return on investment (ROI)
How much you gained for every rupee you invested.
ROI = (Gain − Cost) ÷ Cost
Net present value (NPV)
Future cash, translated into today's money.
NPV = Σ Cash flowₜ ÷ (1 + r)ᵗ − Initial investment
Conversion rate
The share of people who take the next step.
Conversion % = People who converted ÷ People who could have
Market share
Your slice of the total market.
Market share = Your sales ÷ Total market sales
Retention & cohorts
Track groups who joined at the same time to see who sticks around.
Retention (month n) = Active users from cohort in month n ÷ Cohort size
🧩 Frameworks
Proven ways to structure a case.
Profitability framework
The go-to structure for ‘profits are down — why?’
Market entry framework
Should we enter this new market — and how?
Porter's Five Forces
Why some industries are more profitable than others.
The 3Cs
Company, Customers, Competitors — a quick strategy lens.
The 4Ps (marketing mix)
Product, Price, Place, Promotion.
SWOT
Strengths, Weaknesses, Opportunities, Threats.
Pricing strategy
Three ways to set a price: cost, competitors, or value.
Growth strategy (Ansoff matrix)
Four ways to grow: sell more, sell new, go new places, or both.
M&A framework
Should we buy this company?
Value chain
Every step from raw material to happy customer.
Operations framework
Fixing a process: capacity, speed, quality, cost.
📖 Business terms
The jargon, decoded.
EBITDA
Operating profit before interest, taxes, depreciation and amortisation.
EBITDA = Revenue − Operating costs (excluding D&A)
COGS (cost of goods sold)
The direct cost of making what you sold.
Gross profit = Revenue − COGS
Fixed vs variable costs
Costs that stay put vs costs that grow with sales.
Economies of scale
Getting cheaper per unit as you get bigger.
TAM, SAM, SOM
Total market, the part you can serve, the part you can realistically win.
Unit economics
Does the business make money on one order, one customer, one ride?
Unit profit = Revenue per unit − Variable cost per unit
Synergies
Extra value created by combining two companies.
Working capital
The cash tied up in running the business day to day.
Working capital = Current assets − Current liabilities
Operating leverage
When small changes in sales cause big changes in profit.
Cannibalisation
When your new product steals sales from your old one.
Net gain = New product sales − Sales lost from existing products
🔍 Analysis tools
How consultants actually think.
MECE
Mutually exclusive, collectively exhaustive — no overlaps, no gaps.
Issue tree
Break one big question into smaller ones you can answer.
Hypothesis-driven thinking
Start with a guess, then test it.
Market sizing (guesstimates)
Estimate a big number from small, sensible assumptions.
Driver tree
A maths version of an issue tree.
Funnel analysis
Find the stage where customers drop off.
The 80/20 rule (Pareto)
A small share of causes drives most of the result.
Sensitivity analysis
What happens to the answer if an assumption is wrong?
Benchmarking
Compare with others to see what ‘good’ looks like.
Answer first (pyramid principle)
Lead with the recommendation, then the reasons.
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One concept. One case breakdown. One practice prompt. Every week, in simple words.
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