What to take away
- A PE case is a should-we-buy question, so every branch has to end in a view on price and returns, not just on how attractive the business is
- Value the target as EBITDA times a multiple, then ask what has to be true for the fund to make two to three times its money
- Two times the money in five years is roughly 15% a year, and you should be able to say so in one breath
- Growth, margin, multiple and debt paydown are the four sources of return, and you should assume the multiple gives you nothing
- A PE partner listens for downside first, so name what would make you walk away before you are asked
- The strong close is a conditional bid: a price, the three facts that must hold, and the next step
What is a private equity case interview, and is it the same as an LBO test?
It is a consulting case whose client happens to be an investor. A private equity fund has been offered a company, or is thinking of bidding for one, and wants an outside view before it commits money. You are the consultant. You have about thirty minutes to say whether the fund should go ahead, at what price, and what could go wrong.
That is different from the modelling test a fund gives its own analyst candidates. A PE fund's test is normally a spreadsheet or paper exercise: sources and uses, a debt schedule, a returns table, built against a clock. Nobody in a consulting interview asks you to build one. What you get is a spoken case, some numbers you work by hand, and an interviewer watching whether your judgement holds up when the price is on the table. If you are preparing for a buyout fund's recruiting, this guide will help with the thinking but not with the model, and we would not pretend otherwise.
Why do the firms use it? Because it puts the whole case interview into one question. You need a structure (the frameworks guide covers the general skill), market thinking, a small piece of arithmetic on profit, and a recommendation someone could act on. It is also close to real work. Bain describes its private equity practice as advising funds through commercial, operational and technology due diligence, and its M&A practice as helping corporate buyers test a deal thesis and plan integration (both descriptions come from Bain's own pages, listed at the foot of this article). Candidate reports and prep sites commonly describe Bain as the firm most likely to give you a PE case. Bain's interview page itself says only that cases reward precision and creativity and that there is not necessarily a single right answer, so treat the firm-by-firm claim as folklore that happens to be common.
What do private equity and due diligence prompts sound like?
The wording varies, but the prompts come in three shapes. The blunt one is "our client is a private equity fund and is considering acquiring Target X, should they?" The second is a commercial due diligence brief: the fund has done its own numbers and hired you to test the market and the customers, so your job is narrower. The third is a strategic acquirer, a company rather than a fund, asking whether buying a competitor makes sense, which brings synergies into the picture.
| Prompt | What it sounds like | Where the weight falls |
|---|---|---|
| Should the fund buy it? | A PE client has an offer to buy a company at a stated price | Whole structure, price against value, returns, exit |
| Commercial due diligence | The client wants the market and customer story tested before bidding | Market, competitive position, quality of the growth plan |
| Strategic acquisition | A corporate client is thinking of buying a rival or adjacent firm | Strategic fit, synergies, integration risk, what to pay |
Underneath all three sit the same five questions. Is the market attractive? Is the target strong within it? Can the buyer create value that the seller has not already priced in? What could break the deal? And what is the price, and who will buy it from us afterwards? Each question becomes a branch of your structure in the next section. If a prompt only names one of them (a due diligence brief often names the first two), say so and ask whether price and exit are in scope. The answer changes your plan, and asking is a mark of commercial instinct, not a delay.
Some cases are interviewer-led: the interviewer sets each question and hands you data as you go. Our Yumeji Onsen case is built that way. A Tokyo mid-market fund is offered a group of twelve family-run hot-spring inns and has a week to decide whether to bid. If you have not met the format before, the interviewer-led guide explains how to keep your structure alive when someone else is driving.
How do you structure a due diligence case?
Build the structure around the decision, not around a checklist. The decision is "buy at this price or not", and a buyer's return comes from only a few places, so five branches cover it: the market, the target's position in it, the ways value can be created, the risks that would end the deal, and price with exit. Say the top-level question in your opening line so the interviewer can see the branches hang from one thing.
The due diligence issue tree
- Size and growth of demand
- Profit pool and how it is split
- Structural threats: regulation, substitutes, technology
- Share and position against rivals
- Customers: who, how loyal, how concentrated
- Margins against peers, and why they differ
- Management and people
- Revenue: volume, price, new channels
- Margin: cost, mix, purchasing
- Multiple: a better business is worth more per pound of profit
- Borrowing: how much debt the cash flow can carry
- Customer or supplier concentration
- Capital spending the seller has been postponing
- Regulatory, legal or key-person exposure
- Value: EBITDA times a multiple
- Returns the fund needs against returns on offer
- Who buys it in five years: trade buyer, another fund, a listing
Notice that the tree ends in a price. A frequent slip is to build a beautiful analysis of the market and the target and then run out of time before saying what the business is worth. A candidate can be right about everything qualitative and still fail the case, because the client did not ask whether the business is good. The client asked whether to pay the asking price for it.
The market branch is quick, and the target branch is where you find the story
Spend a minute or two on the market: is demand growing, is the profit pool healthy, is anything coming that could break it? Then move on. The target branch is where cases are usually decided, because the same market can hold a strong business and a weak one. Ask what the target does better or worse than its peers, in numbers: occupancy, price, margin, retention. A company running below peer performance in a healthy market is often an under-managed asset, which is the situation buyers most like to pay for. A company running below peers in a shrinking market is a different story with a different price.
Value creation is four levers, and one of them is usually a trap
A fund earns a return from four sources. It can grow revenue, improve the margin, sell at a higher multiple than it paid, or pay down the debt it borrowed. Growth and margin together raise EBITDA, which is the real engine. Debt paydown is mechanical: the business's cash repays the loan, and that repayment goes to the fund's side of the ledger. The multiple is the one to be suspicious of. Bain's Global Private Equity Report 2026 frames the current market around the point that low prices, cheap debt and easy multiple expansion cannot be assumed any more, so deals need faster EBITDA growth to earn the same return. In an interview, assume the exit multiple is equal to or lower than the entry multiple unless you can say what has made the business more valuable. A candidate who assumes a higher exit multiple without saying why is borrowing returns from a future nobody has described.
Check yourself
A fund is weighing a business whose margins are well below its peers'. Which is the best first question?
How do you value the target in a PE case?
The interview version is one line: enterprise value equals EBITDA times a multiple. EBITDA is profit before interest, tax, depreciation and amortisation, a rough stand-in for the cash a business throws off from operations. The multiple is what buyers have recently paid per dollar of that profit, often for comparable companies. If a business earns $30 million of EBITDA and comparable deals happen at 8 to 9 times, it is worth somewhere between $240 million and $270 million. The interviewer will usually hand you the multiple, or ask you to reason to a sensible range.
We will use one example through the rest of the article, so the numbers connect. A regional dental-clinic chain (invented, all figures illustrative) has $200 million of revenue and a 15% EBITDA margin, so $30 million of EBITDA. The seller is asking $300 million, which is 10 times EBITDA. Comparable deals sit at 8 to 9 times, and the market is growing at about 4% a year. The fund wants to double its money in five years, borrows four times EBITDA ($120 million) to pay for the deal, and expects to repay $30 million of that by the time it sells.
Start with the price against the range. At 10 times the ask is above the 8 to 9 times comparables, roughly 18% above the price you would get at 8.5 times ($255 million). That is not automatically wrong, since a better-than-peer business deserves a premium, but it means the fund is paying for something. The case is to find out what.
Screen this deal in two minutes
Using the dental chain above (EBITDA $30 million, ask $300 million, debt of four times EBITDA repaid down to $90 million, exit at 8.5 times, market growth 4%), what does EBITDA have to reach in five years for a 2.0x money multiple? Then say what that means for the margin.
Equity in is $300M minus $120M of debt, so $180M. A 2.0x return means $360M back to the fund at exit.
The lenders are still owed $90M, so the business has to be worth $360M + $90M = $450M at exit. At 8.5 times, that is EBITDA of $450M ÷ 8.5 = about $52.9M.
From $30M, that is growth of about 12% a year for five years (1.12 to the fifth is 1.76, and 30 × 1.76 is 52.9).
The market grows at 4%, so revenue reaches about $243M ($200M × 1.04 to the fifth). A margin of $52.9M ÷ $243M is about 21.8%, up from 15%. That is nearly seven points of margin the fund would have to find.
At the ask, the deal only works if the buyer has a credible plan to move margin from 15% to nearly 22%. Without that evidence the ask is too high, and the alternative is a lower bid: at $255M, the same 2.0x needs $42.4M of EBITDA, which is about 7% a year, or a margin of about 17.4% on market growth alone.
Notice what that screen did. In two minutes and four lines of arithmetic it turned a question about whether the business is good into a question about what has to be true, which is how a PE partner thinks. The ask stops being a fact and becomes a bet, and you can say how big.
Start from today's EBITDA, multiply by how much it grows over five years, then by the exit multiple. Try the exit multiple at 10 to see what a flattering assumption does, and at 7 to see what a sceptical partner would use.
Move the numbers
What is the business worth when the fund sells?
Defaults: $30M is the chain's EBITDA. 1.47 is what 8% a year gives over five years (1.08 to the fifth is 1.469). 8.5 is the middle of the 8 to 9 times comparable range, so the default assumes the fund sells for less than it paid, not more.
How do you calculate money multiple and IRR in your head?
The fund cares about two returns measures. The money multiple (MoM) is the cash it gets back divided by the cash it put in, and it is most of what an interviewer wants. The internal rate of return (IRR) is the yearly rate that turns the money in into the money out over the hold. It penalises slow exits, which is why funds care about it.
You can compute the first one to the decimal. For the second, you want a rule of thumb you can say without a calculator: doubling your money in five years is roughly 15% a year. Precisely, 2 to the power of one fifth is 1.149, so 14.9%. Doubling in three years is about 26%, and in four years about 19%. Tripling in five years is about 25%. The table below is worth memorising in outline, not by digit.
| Money multiple | 3 years | 5 years | 6 years |
|---|---|---|---|
| 1.5x | 14.5% | 8.4% | 7.0% |
| 2.0x | 26.0% | 14.9% | 12.2% |
| 2.5x | 35.7% | 20.1% | 16.5% |
| 3.0x | 44.2% | 24.6% | 20.1% |
The chart shows the five-year column on its own, because that is the hold you will be given most often. Notice how slowly the rate climbs: going from 2.0x to 3.0x adds only about ten points of IRR.
Now we can give the dental chain a proper return. The fund pays $300 million with $180 million of its own equity. Five years later EBITDA is $44.1 million (8% a year growth from $30 million), and the business sells at 8.5 times for $374.7 million. Subtract $90 million of remaining debt and the fund gets $284.7 million. That is a money multiple of 1.58x on $180 million, or about 9.6% a year. At the ask, the fund would be growing profit by 8% a year, a healthy rate, and still not reach two times its money.
Check yourself
A fund puts in $100 million of equity and gets $200 million back after four years. Roughly what is the IRR?
The next calculator does the same job on the fund's side. Money multiple is the one number you will compute most often in a PE case, so it is worth having a feel for how it moves.
Take the exit value, subtract what is still owed to lenders, and divide by the equity the fund put in. Drop the equity to $135 million to see what a lower price does.
Move the numbers
What money multiple does the fund earn?
Defaults: $375M is the chain's exit value at 8.5 times and 8% growth (rounded from $374.7M). $90M is $120M of borrowing repaid by $30M. $180M is the $300M ask less the $120M borrowed. At the default the answer is 1.58x; at $255M and $135M of equity it is 2.11x.
That last line is the lesson. The same business, the same plan, the same exit: 1.58x at $300 million and 2.11x (about 16% a year) at $255 million. The business did not get better. The price did. When a partner says "the price is the only thing we control", this is what they mean.
Where do the returns come from?
Take the 1.58x outcome and ask where the $104.7 million of gain came from. It splits into three pieces that add up to the full amount, and seeing them is the fastest way to a good answer on value creation.
| Source | Working | Contribution |
|---|---|---|
| EBITDA growth | ($44.1M − $30M) × 10 entry multiple | +$140.8M |
| Multiple change | (8.5 − 10) × $44.1M | −$66.1M |
| Debt paydown | $120M down to $90M | +$30.0M |
| Total gain | $140.8M − $66.1M + $30M | $104.7M |
Growth produces more than the whole gain, and the multiple takes a large part of it back because the fund paid 10 times and sells at 8.5. So the business has to grow well just to make up for an entry price above the market. Debt paydown is small only because we assumed $30 million of repayment. If the interviewer asks what else could raise the return, the answer is a better price, faster growth, or a higher margin, and you should be able to point at each line of this table and say how big it would need to be.
Borrowing deserves a plain explanation because candidates freeze on it. When the fund borrows $120 million and puts in $180 million, it owns a $300 million business with a smaller cheque, so each dollar of equity is exposed to more of the business's profit growth. That helps if the business does well and hurts if it does not: a business that fell short, for instance, would leave the lenders repaid first and the fund with the remainder. Debt magnifies whatever happens. For a case, say it that way and note that a business with steady cash flow can carry more debt than one with volatile profits.
The other lens on value creation is the one Bain wrote about for funds in 2019: treat strategy, operations and commercial excellence as one investigation rather than three, because a cost cut in one place can damage growth somewhere else. In an interview, that means never proposing a margin lever without asking what it does to revenue.
How is a strategic acquirer case different from a private equity one?
The change is the buyer. A fund pays for a business's own profit and hopes to improve it. A company pays for the target's profit plus whatever the two businesses can do together, which are synergies. That extra value can justify a higher price, and it is also the easiest number in the case to inflate.
Two kinds of buyer
- Pays for the target's standalone profit, plus whatever its own plan adds
- Judged on money multiple and IRR over a hold of roughly three to six years
- Uses borrowing, so downside risk and cash flow matter a great deal
- Needs an exit: a sale to a company, a sale to another fund, or a listing
- Wins by buying well and running the business better than the seller
Your structure should end on price and exit, because the fund has to sell to someone.
- Pays for the target's profit plus synergies: costs it can remove, sales it can add
- Judged on strategic fit and value created after the price is paid
- Often keeps the business for good, so there is no exit to plan
- Carries integration risk: systems, people, culture, customers that leave
- Wins only if it keeps a fair share of the synergies rather than paying them all to the seller
Your structure should add a synergy branch and an integration branch, and usually drop the exit.
Here is the arithmetic. Suppose a larger clinic group buys the dental chain and expects to remove $6 million a year of overlapping costs. That is about 3.5% of the chain's $170 million cost base ($200 million of revenue less $30 million of EBITDA), which is plausible without being heroic. At 8.5 times, $6 million of extra EBITDA is worth $51 million. Getting there costs, say, $9 million of one-off integration spending, so the net value is $42 million. The standalone value is $255 million, so the most the buyer could pay before it destroys value is about $297 million. If it pays the $300 million ask, it has handed over all the synergies and a little more, and taken all the risk for none of the reward.
A sensible stance is to offer the seller a share of the synergies and keep the rest, for instance paying about $276 million (half of the $42 million on top of $255 million). Treat that as a negotiating position that you state as your own view, since no rule fixes the split. Two cautions for the interview. Cost synergies are far more believable than revenue synergies, so discount the second heavily or leave them out. And phase them in: synergies rarely arrive on day one. Bain's own material on strategic buyers puts weight on how feasible synergies are, where the risk sits and what the timing should be, which is a fair account of what an interviewer wants to hear.
How does a private equity partner listen differently?
Most MBB interviewers are watching for structure and judgement in general. When the case is a PE case, the interviewer is often imagining the client's investment committee, and that committee listens in three ways that differ from a strategy case. Numbers come first, because a claim without a number is a story. Downside comes before upside, because a fund can lose its money and only ever makes a multiple of it. And there is one question in the room that a strategy discussion rarely asks out loud: what would make you walk away?
Answer that last question before you are asked. Halfway through your analysis, say something like "the deal-breaker for me is customer concentration; if one customer is more than a quarter of revenue and cannot be locked in, I would not bid at this price." That sentence does more for your commercial credibility than a page of upside. The number is yours to set, and you should say it is a judgement.
How this is marked · Analytical thinking
Commercial judgement
Whether the candidate's assumptions reflect real business logic and the candidate makes reasonable trade-offs
- 1
Weak
Assumptions are arbitrary or business-illogical; explores a low-value branch first.
- 3
Sound
Plausible assumptions, a defensible first branch, reasonable trade-offs.
- 5
Outstanding
Assumptions reflect real business logic and are named explicitly; picks the highest-value branch first; makes a sharp trade-off unprompted.
Scores run 1 to 5 per skill. The first-round bar is an average of 3.5, so a 3 is sound but not yet enough on its own.
The rubric's commercial-judgement anchors reward answers that weigh what the client cares about, size the upside and the risk, and say which way the balance falls. A PE case is one of the cleanest places to show that.
See all 14 skills in the published rubricThe other habit to build is using ranges without hiding behind them. If the multiple could be 8 or 9, work both and say which you would use. If growth could be 4% or 8%, show what each does to the return. A partner is not looking for a point estimate; they are looking for whether you know which assumption the answer is most sensitive to. In the dental chain, that is price, and it is worth saying aloud.
Check yourself
Halfway through a case, you learn that 40% of the target's revenue comes from one customer on a contract that expires in eighteen months. What do you do?
What does a strong go or no-go answer sound like?
A thirty-minute PE case has a rhythm, and knowing it stops you spending eight minutes on the market. The timeline below is what we would expect from an interviewer-led version; a candidate-led one has the same stages, and you choose the pacing.
A typical thirty-minute deal screen
- 0 to 3 min
Clarify and structure
Repeat the brief, confirm the decision and the deadline, ask whether price and exit are in scope, then lay out the five branches.
- 3 to 8 min
Market and target
Read the demand picture, then compare the target against peers. This is where an exhibit usually arrives. Say what it shows in one sentence before you analyse it.
- 8 to 16 min
The numbers
Compute EBITDA from the data, apply the multiple, and compare with the ask. Expect a small calculation with round numbers. Say your units.
- 16 to 24 min
Value creation and risk
Size the best lever, name the deal-breakers, and check the returns against a two to three times target.
- 24 to 30 min
Recommend
Give the answer first, then the price, the conditions and the next step. Keep it under a minute.
The close is where many candidates lose the last of the marks. You have the numbers; now you have to commit. A strong close does four things: a clear recommendation, a price, the conditions that must hold, and the next step. Here is what that sounds like for the dental chain.
“My recommendation is to bid, but not at three hundred million. I would offer around two fifty-five.”
“The reason is the return. At the asking price, which is ten times EBITDA, the fund needs profit to reach about fifty-three million in five years to double its money. On market growth of four percent that means taking the margin from fifteen percent to nearly twenty-two, and nothing in the case so far supports that.”
“At two fifty-five, which is eight and a half times and in line with comparable deals, the same target needs about forty-two million. That is a margin of roughly seventeen and a half percent, or growth of about seven percent a year against the market's four. That looks achievable if the weaker clinics can be brought closer to the best ones.”
“I would make the bid conditional on three things. One, that patient retention holds up in the clinics acquired most recently. Two, that no single insurer or payer is a large share of revenue. Three, that the capital spending the seller has put off is not more than we have assumed.”
“If any of those fails, I would walk away. The next step is a data request to the seller on retention and payer mix, and a call with the two biggest clinic managers.”
Look at how the script is built. The answer comes first. The price is a number, and it is tied to a return. The conditions are things you can check, not general worries. The walk-away is stated aloud. It takes under a minute, and it is the version an investment committee would want to hear.
What mistakes do candidates make in PE and due diligence cases?
These are the patterns we see across the transcripts we mark, and they cluster around the same few habits.
- Loving the business and forgetting the price. The most frequent one. The candidate builds a case for why the target is excellent and never asks what it costs. Strong cases stay attached to a number.
- Banking multiple expansion. Assuming the fund sells at a higher multiple than it paid, without saying what changed. It inflates the return and a partner spots it at once.
- Skipping downside. Giving the upside case only. Even a good deal has a version where it goes wrong, and the interviewer wants to hear you have thought about it.
- Using a generic framework. Reciting the four-box market entry checklist for a deal question. A due diligence structure ends in price and returns; a generic one does not.
- Mixing units. Millions with billions, or yen with dollars, in a case where the numbers are large. Say the unit each time you state a figure.
- Stopping at "it depends". A recommendation with conditions is right; a refusal to recommend is not. Give the answer, then the conditions.
- Treating IRR as a mystery. You only need the rule of thumb: about 15% a year for double in five. Being able to say it calmly is worth more than a precise figure you have to stop to work out.
Before you say the words go or no-go
0 of 8Practise this out loud, because the failure points are mostly in the talking: staying with the decision, saying units, committing. The case maths guide covers the arithmetic drills, the profitability guide covers the profit logic every deal case borrows, and the market entry guide covers the market branch in more depth. If Bain is your target, our Bain case interview guide sets out what its cases tend to look like. Voice practice with an AI coach cannot replace a human partner for everything (a good peer will push back in ways we do not yet match). For repetition of the two-minute screen and the spoken close, a coach who marks against the published rubric is a fair place to start. Our coaches are AI personas built by ex-MBB interviewers, and we are not affiliated with McKinsey, BCG or Bain.
Common questions
Is a private equity case interview the same as an LBO modelling test?
No. A consulting PE case is a spoken, roughly thirty-minute case in which you advise a fund on whether to buy a company. You do arithmetic by hand and give a recommendation. An LBO test, given by funds to their own analyst candidates, is a modelling exercise in a spreadsheet or on paper. This guide prepares you for the first, not the second.
Do I need a finance background to solve a due diligence case?
No. You need EBITDA (operating profit before a few accounting items), a multiple that turns it into a price, and money multiple and IRR as measures of return. The interviewer expects a structured mind and clean arithmetic, and will usually supply the numbers. Finance students do have a slight head start on vocabulary, which the rest of us can close in an evening.
What return should I assume a fund wants?
Funds set their own targets, so in an interview state your assumption and ask. Two to three times the money over about five years is a sensible range, which is roughly 15% to 25% a year. Doubling in five years is about 15%, and tripling is about 25%. If the interviewer gives a target, use theirs.
What is the difference between commercial due diligence and a PE case?
Commercial due diligence tests the market and the customer story behind a deal, and it is one part of the full question. A PE case usually asks the whole thing: buy or not, at what price, and why. If the prompt is framed as commercial due diligence, ask whether price and returns are in scope, since the answer changes how much time you spend on the numbers.
Which firms ask private equity cases?
All three can. Candidate reports and prep sites commonly describe Bain as the firm most likely to give one, but firm practice varies by office and year, and Bain's own interview page does not list case types. Prepare the case type for any firm, and check the firm's own interview guidance for the current format.
How precise does my maths need to be?
Precise enough that the direction of the answer is safe. Use round numbers, keep the units clear and check with a second route. If the return is 1.58x against a two times target, no partner cares whether it is 1.58 or 1.6. They care whether you noticed it falls short and knew what to do about it.
Should I always recommend buying?
No. A strong answer is often conditional, and sometimes a decline. What the interviewer wants is a clear position, with a price, the conditions and a next step. A well-argued no at the asking price, with a lower bid that works, is as good as a yes.
Sources
- Bain & Company, Global Private Equity Report 2026 (landing page and key themes)
- Bain & Company, Private Equity Due Diligence Consulting
- Bain & Company, M&A Due Diligence Consulting
- Bain & Company, Integrating Due Diligence to Build Lasting Value (21 October 2019)
- Bain & Company careers, interviewing (case interview description)