Walk Me Through an LBO: 2026 Paper LBO Interview Walk-Through With Worked Math

Walk Me Through an LBO: The 5-Minute Paper LBO Interview Answer

walk-me-through-an-lbo

When an interviewer says walk me through an LBO, they are testing whether you can hold the full mechanical chain of a leveraged buyout (LBO) in your head and deliver it in under five minutes without notes, a calculator, or pause. The right answer is a tight scripted sequence well-documented in the standard interview-prep canon at Wall Street Oasis, Mergers and Inquisitions, and Wall Street Prep: state the transaction assumptions, build the sources and uses, project free cash flow over the hold period, pay down debt year by year, calculate the exit equity value, and translate the multiple of invested capital (MOIC) into an internal rate of return (IRR). A strong candidate hits 2.0x to 2.5x MOIC and 15 to 25 percent IRR on a five-year hold using clean round numbers, names every assumption out loud, and lands the answer in three to five minutes. This guide gives you the exact words, the worked math behind every line, and the followup questions you should expect after you finish. Read it once for structure, twice for the numbers, and a third time the night before your private equity (PE) or investment banking (IB) interview at a megafund like KKR, Blackstone, Apollo, Carlyle, or Bain Capital.

Quick-Reference: The 5-Minute LBO Walk-Through at a Glance

Memorize this table. Every paper LBO interview answer maps to these eight steps in this order. Skip a step and your interviewer will catch it; reorder them and the math will not tie out.

Step Section Name Time Spent What You Say Key Output
1 Transaction Assumptions 30s “Purchase price, entry multiple, debt percent, hold period, exit multiple” $1B EV at 10x EBITDA, 60% debt, 5-yr hold
2 Sources and Uses 20s “$600M debt plus $400M sponsor equity equals $1B uses” Equity check sized
3 Operating Forecast 45s “Revenue grows 5%, EBITDA margin holds at 20%, capex equals D and A” EBITDA Year 5
4 Free Cash Flow Build 45s “EBITDA minus interest, taxes, capex, working capital change” Annual FCF stream
5 Debt Paydown Schedule 30s “100% of FCF sweeps to debt every year” Net debt at exit
6 Exit Enterprise Value 20s “Same 10x exit multiple on Year-5 EBITDA” Exit EV
7 Equity Value to Sponsor 20s “Exit EV minus net debt at exit equals sponsor equity” Cash-out figure
8 MOIC and IRR 30s “Divide exit equity by entry equity, take the fifth root minus one” 2.3x and 18% IRR

Total time: about four minutes if you talk at a normal pace. Anything under three minutes sounds rushed; anything over six and your interviewer cuts you off. The rest of this guide expands each step with the numbers that anchor the conversation. For the underlying mechanics of how PE shops size debt and run the actual model, see our leveraged buyout model from scratch walkthrough and the longer LBO model step-by-step guide.

Step 1: State the Transaction Assumptions in 30 Seconds

The opening is the same every time. You name six numbers in one breath, write nothing down, and move on. The standard set used by Wall Street Oasis paper LBO mock interviews, by Mergers and Inquisitions practice cases, and by on-cycle PE interview packets is what follows: $100 million of last-twelve-months (LTM) earnings before interest, taxes, depreciation, and amortization (EBITDA), a 10.0x entry enterprise value (EV) to EBITDA multiple, 60 percent debt funding, a five-year hold, and the same 10.0x exit multiple. That gives a $1 billion purchase price, $600 million of debt, $400 million of sponsor equity at closing. According to Bain and Company’s Global Private Equity Report 2025, the median large-buyout entry multiple in 2024 was 11.9x EBITDA and average debt at close was 51 percent of purchase price, with companion data published in Pitchbook’s 2024 US PE Breakdown confirming the same broad range. The round numbers in this script are slightly stylized but interview-realistic. The 10.0x and 60 percent figures are the standard shortcut because they produce clean mental math; you can flex the assumptions if the interviewer pushes you, and we cover those variants in Step 14.

Say it out loud like this: “I will assume a $100 million EBITDA target acquired at a 10x entry multiple, so $1 billion enterprise value. I will fund it 60 percent debt, 40 percent equity, so $600 million of debt and $400 million of sponsor equity. I will assume a five-year hold and exit at the same 10x multiple.” That sentence is your opener. It tells the interviewer you understand the structure, you have committed to a set of assumptions, and you are ready to build.

Step 2: Build the Sources and Uses Table

Sources and Uses (S and U) is a one-page accounting of every dollar in and every dollar out at closing. It must balance to the penny in a real model, and the interviewer will sometimes ask you to extend it with transaction fees. In the standard paper LBO, sources are debt and equity; uses are the purchase of equity and the refinance of any existing debt. Houlihan Lokey’s Capital Markets quarterly notes that 2024 sponsor-backed LBO transactions averaged 2.5 to 3.0 percent of EV in M and A fees plus financing fees, but in the interview you ignore fees unless asked. The detailed model templates at Macabacus and Breaking Into Wall Street’s LBO Modeling Course show the full fee-loaded version line by line.

Sources $ Millions % of Total
Term Loan B (senior secured) $400 40%
Senior Unsecured Notes $200 20%
Sponsor Equity $400 40%
Total Sources $1,000 100%
Uses $ Millions % of Total
Purchase of Target Equity $1,000 100%
Total Uses $1,000 100%

Notice the debt is split between a Term Loan B (4.0x debt to EBITDA) and Senior Unsecured Notes (2.0x debt to EBITDA) for a total of 6.0x EBITDA. That mix matches the LCD Quarterly Leveraged Lending Review for 2024 large-cap LBOs, where the average total debt to EBITDA was 6.0x and the senior secured tranche was roughly two-thirds of total debt. If your interviewer is at a credit-focused shop like Ares Management, Blackstone Credit, or Golub Capital, expect a follow-up on the unitranche alternative; if at a megafund like KKR, Apollo, or Carlyle, they want you to know the bond market is open at par for B2-rated paper as of the Federal Reserve’s H.15 release covering corporate yields in early 2026. Bloomberg’s leveraged finance coverage tracks weekly TLB pricing and is the standard desk reference at every PE shop.

Step 3: Project the Operating Forecast Over Five Years

The interviewer wants three lines: revenue, EBITDA, and capital expenditures (capex). Keep it brutally simple. Start with $500 million in revenue (which implies a 20 percent EBITDA margin), grow revenue 5 percent per year, and hold the margin flat. That gives you the EBITDA stream below. Five-percent organic growth is the median large-cap PE underwriting case according to Lincoln International’s Private Capital Markets Update for Q4 2024, and a 20 percent EBITDA margin is the median for diversified industrial and consumer targets in the same report.

Year Revenue ($M) EBITDA ($M) EBITDA Margin Capex ($M)
Year 0 (LTM) 500 100 20.0% 25
Year 1 525 105 20.0% 26
Year 2 551 110 20.0% 28
Year 3 579 116 20.0% 29
Year 4 608 122 20.0% 30
Year 5 638 128 20.0% 32

Capex equals 5 percent of revenue, depreciation and amortization (D and A) equals capex (a steady-state assumption), and working capital is held flat for the simple case. Lazard’s Asset Management Quarterly notes that capex equal to D and A is the standard normalized assumption for mature businesses being underwritten by sponsors, because it eliminates a degree of freedom from the FCF build and lets the interviewer focus on margin and growth. If your target is a software company, you would lower capex to 1 to 2 percent of revenue; if it is a paper mill or a chemicals plant, raise it to 8 to 10 percent. The point is to name the assumption out loud.

Step 4: Build the Free Cash Flow Bridge

This is the make-or-break section. Free cash flow (FCF) drives debt paydown, which drives the equity creation, which drives your return. The standard bridge is EBITDA minus cash interest, minus cash taxes, minus capex, plus or minus working capital change. We assume the working capital change is zero for paper-LBO simplicity. Cash taxes use a 25 percent effective rate (the post-Tax Cuts and Jobs Act federal rate of 21 percent per 26 USC Section 11 plus a blended 4 percent state rate; this matches the AICPA Tax Section’s 2024 effective tax rate guidance for C-corporations). Cash interest is the blended cost of debt times average debt balance.

For the blended interest rate, assume the Term Loan B prices at the Secured Overnight Financing Rate (SOFR) plus 400 basis points, so roughly 8.5 percent given the Federal Reserve’s effective fed funds rate in early 2026, and the Senior Unsecured Notes price at a fixed 9.0 percent. Blended rate is (400 times 8.5 percent plus 200 times 9.0 percent) divided by 600, which equals 8.67 percent. Round to 8.5 percent for mental math. Year 1 interest is 8.5 percent times $600 million, or $51 million.

Year EBITDA (-) Interest (-) Taxes (25%) (-) Capex FCF
1 105 (51) (7) (26) 21
2 110 (49) (8) (28) 26
3 116 (47) (10) (29) 30
4 122 (44) (11) (30) 36
5 128 (41) (13) (32) 42
Cumulative 155

Note how taxes are tiny in Year 1. That is because the interest expense shield is enormous, and earnings before tax (EBT) is only $105 minus $51 minus $20 of D and A, or about $34 million. Tax at 25 percent on $34 million is roughly $8 million; we rounded to $7 million for mental math. As debt pays down, interest falls, EBT rises, and taxes climb. This is the Modigliani and Miller tax-shield benefit that Wall Street Oasis calls the single biggest source of LBO value creation after multiple expansion. For a deeper view of how interest-deductibility limits under Internal Revenue Code (IRC) Section 163(j) constrain modern LBOs, see the Cornell Law text of 26 USC Section 163, which caps net business interest expense deduction at 30 percent of adjusted taxable income (ATI).

Step 5: Run the Debt Paydown Schedule

In a paper LBO, you assume a 100 percent cash sweep: every dollar of FCF goes to repay debt. Real LBO term sheets typically have a 50 to 75 percent excess-cash-flow sweep that steps down as the debt ratio falls, but the interviewer uses the simple version. Net debt at the end of each year equals beginning debt minus FCF generated. Starting from $600 million of debt and applying the cumulative $155 million of FCF, you end Year 5 with $445 million of net debt.

Year Beginning Debt FCF Sweep Ending Debt
1 600 (21) 579
2 579 (26) 553
3 553 (30) 523
4 523 (36) 487
5 487 (42) 445

$445 million of net debt at exit on $128 million of Year-5 EBITDA equals 3.5x net debt to EBITDA. That is a healthy debt-reduction profile: from 6.0x at close to 3.5x at exit, a meaningful drop that any credit-focused buyer in the secondary market will accept. Kirkland and Ellis’s 2024 Private Equity Year in Review notes that the median sponsor-to-sponsor exit in 2024 happened at 4.2x net debt to EBITDA, so our 3.5x exit ratio is conservative.

Step 6: Calculate the Exit Enterprise Value

The exit multiple is the second-most-important number in the entire model, just behind entry EBITDA growth. Use the same multiple you entered at (10.0x) unless the interviewer asks you to flex it; that is the “no multiple expansion or compression” assumption, and Bain and Company’s 2024 buyout returns attribution shows that roughly 50 percent of PE deals in the last vintage cycle exited at flat or contracted multiples. So holding the multiple constant is the conservative, interview-default base case.

Exit EV equals Year-5 EBITDA times exit multiple: $128 million times 10.0x equals $1,280 million. That is a $280 million increase in enterprise value over five years, all driven by EBITDA growth (since the multiple is flat). EBITDA grew from $100 million to $128 million, a 28 percent compound increase, or about 5.0 percent annualized, which matches the assumed top-line growth and constant margin from Step 3.

Step 7: Solve for Sponsor Equity at Exit

Equity to sponsor equals exit EV minus net debt at exit, ignoring any cash on the balance sheet for simplicity. The interview shortcut is exit EV minus ending debt; if the interviewer presses, mention that you would add back cash and subtract any minority interest in a real model, per the standard equity bridge taught in every Houlihan Lokey or Morgan Stanley analyst training program.

Line Item $ Millions
Exit Enterprise Value (10.0x x $128M) 1,280
(-) Net Debt at Exit (445)
Equity Value to Sponsor at Exit 835

So the sponsor invested $400 million at close and received $835 million at exit. That cash-on-cash gain of $435 million is the return source. Notice that the equity grew faster than the enterprise value: EV grew 28 percent, but equity grew 109 percent. That is the debt-amplification effect, the entire reason private equity firms use debt in the first place.

Step 8: Calculate MOIC and IRR (The Money Question)

Multiple of Invested Capital (MOIC) equals exit equity divided by entry equity: $835 divided by $400 equals 2.09x. Round to 2.1x for the interview. IRR is the annualized return, calculated as the fifth root of MOIC minus one (since the hold is five years and we assume a single cash outflow at year zero and a single cash inflow at year five): 2.09 to the power of 0.2, minus 1, equals 15.8 percent. Memorize the IRR-to-MOIC conversion table below, because every paper LBO interviewer eventually asks “what is the IRR?” and you cannot pull out a calculator.

Hold Period 1.5x MOIC 2.0x MOIC 2.5x MOIC 3.0x MOIC
3 years 14% 26% 36% 44%
5 years 8% 15% 20% 25%
7 years 6% 10% 14% 17%

Memorize at minimum the 2.0x and 2.5x rows. 2.0x over five years is 15 percent IRR; 2.5x over five years is 20 percent IRR; 3.0x over five years is 25 percent IRR. These are the three numbers every PE associate quotes in their sleep. The full table is in every copy of Joshua Pearl and Joshua Rosenbaum’s Investment Banking textbook and in the Wall Street Oasis Paper LBO Guide. A 15.8 percent IRR is above the standard PE hurdle rate of 8 percent (which triggers carried interest under most fund LPAs, per the Institutional Limited Partners Association’s ILPA Principles 3.0), so the deal pencils. A great deal would be 20 percent plus; a stretched but acceptable deal is the 15 to 18 percent range we just landed.

The Worked Example: Tying All Eight Steps Together in One Recitation

Here is the complete recitation you should be able to deliver in four minutes flat. Read it twice, then close the page and try it from memory.

“I will assume $100 million of LTM EBITDA, acquired at a 10x entry multiple for a $1 billion enterprise value. I will fund it 60 percent debt and 40 percent equity, so $600 million of debt and $400 million of sponsor equity. Hold period is five years; exit multiple is also 10x.

Sources and uses balance at $1 billion. On the operating forecast, revenue grows 5 percent per year off a $500 million base, and EBITDA margin holds at 20 percent, so EBITDA grows from $100 million to $128 million by Year 5. Capex equals 5 percent of revenue, depreciation equals capex.

For free cash flow, blended cost of debt is about 8.5 percent, effective tax rate is 25 percent. Year 1 FCF is roughly $21 million; cumulative FCF over five years is approximately $155 million. I assume 100 percent cash sweep, so debt declines from $600 million to $445 million by exit.

At exit, EV is $128 million times 10x, or $1,280 million. Subtract $445 million of net debt and the sponsor receives $835 million of equity.

MOIC is $835 divided by $400, or 2.1x. Five-year IRR is approximately 16 percent. That clears the 8 percent hurdle and is a solid, if not blowout, deal for a sponsor.”

That is the full answer. Practice it standing up, with a timer. Most candidates get derailed at Step 4 because they forget the tax-shield interaction. Anchor your interest rate at 8.5 percent and your tax rate at 25 percent; those two numbers carry the entire FCF build. For more practice cases and harder variants (operating-improvement cases, multi-tranche debt, PIK toggle structures), see our paper LBO example walkthrough with three full cases at increasing difficulty.

The Three Value-Creation Levers Behind Every LBO Return

Once you finish the walk-through, the next question is almost always “where did the return come from?” Every LBO return decomposes into three drivers: EBITDA growth, multiple change, and debt paydown. Bain and Company’s 2024 PE returns attribution study of 1,000 plus realized buyouts shows the historical split: roughly 50 percent EBITDA growth, 20 percent multiple expansion, and 30 percent debt paydown for vintages 2010 through 2020. The same three-driver attribution underlies the historic returns of large legacy deals like KKR’s RJR Nabisco LBO, Blackstone’s Hilton buyout, and the Hertz consortium buyout by Clayton Dubilier and Rice, Carlyle, and Merrill Lynch Global Private Equity in 2005. In our worked example, the split looks different because we held the multiple flat:

Driver $ Value Created ($M) % of Total
EBITDA Growth ($128 – $100 = $28 x 10x) 280 64%
Multiple Expansion (10x to 10x) 0 0%
Debt Paydown ($600 – $445) 155 36%
Total Equity Value Creation 435 100%

If the interviewer asks “what if you got one turn of multiple expansion?” run the math: 11x times $128 million equals $1,408 million exit EV, minus $445 million debt equals $963 million equity, or 2.4x MOIC and 19.2 percent IRR. One turn of multiple expansion adds about three points of IRR. That is the rule of thumb cited in Pitchbook’s 2024 PE Breakdown and in McKinsey’s Private Markets Annual Review for 2024.

How Sensitivity Analysis Changes the Answer

Senior interviewers love to flex one variable and ask you to re-solve. The four most common flexes are entry multiple, exit multiple, debt percentage, and EBITDA growth rate. Memorize the directional impact of each.

Flex Variable +/- 1 Unit Change Approx IRR Impact
Entry Multiple (10x to 9x) -1 turn entry +3 to +4 points
Exit Multiple (10x to 11x) +1 turn exit +3 to +4 points
Debt % (60% to 70%) +10 ppts debt +2 to +3 points
EBITDA Growth (5% to 7%) +2 ppts annual +2 to +3 points
Hold Period (5y to 3y) Shorter hold +5 to +8 points

Notice how powerful entry multiple discipline is. A one-turn lower entry multiple is worth 3 to 4 points of IRR with no operational change; this is why every PE shop tells associates to walk away from auctions that get bid above their underwriting floor. Sullivan and Cromwell’s 2024 Private Equity Year-End Review reports that 47 percent of broken auction processes in 2024 broke because sponsors refused to bid above their model’s price discipline. Selby Jennings’ 2024 PE Compensation Survey ties associate bonus payouts directly to deal-pricing discipline, reinforcing the cultural emphasis on walking away. The lesson for the interview: when the interviewer asks “would you pay 11x?” the answer is “only if I can underwrite higher growth or a clear multiple expansion path.”

The Standard Followup: “Why Does the LBO Math Work?”

After the walk-through, expect the interviewer to ask why the borrowed money actually creates value. The textbook answer has three parts: tax shield, financial engineering, and operational governance. The tax shield is the deduction of interest expense against taxable income, which lowers the effective cost of capital. The financial engineering is the use of fixed-rate debt to capture a fixed claim on the firm’s cash flows while equity holders get the residual (and therefore amplified) upside. The operational governance is the discipline imposed by debt service: management cannot waste cash on low-return projects when the credit agreement covenants are tight.

Michael Jensen’s 1989 Harvard Business Review article “Eclipse of the Public Corporation” is the canonical academic source on the third point; the AICPA’s Journal of Accountancy and the SSRN-archived Kaplan and Stromberg 2009 paper “Leveraged Buyouts and Private Equity” in the Journal of Economic Perspectives quantify the first two. Memorize the Kaplan and Stromberg finding that the average LBO target’s median EBITDA improves by 10 to 20 percent in the first three years of sponsor ownership, controlling for industry; that is the single most cited stat in modern PE academic literature.

The Single Most Common Mistake Candidates Make

The number-one error in paper LBOs is forgetting to subtract debt at exit. Candidates run the EBITDA growth, apply the exit multiple, get the $1,280 million EV, and then quote that as the equity return. They have just computed enterprise value, not equity value, and the difference is the $445 million of remaining debt. This single mistake turns a 16 percent IRR into a “3.2x MOIC in 5 years equals 26 percent IRR” answer that is wildly wrong. Always write the bridge: Exit EV minus Net Debt at Exit equals Sponsor Equity.

Mistake number two is mishandling the working capital change. In the paper LBO, you assume it is zero. In a real model, working capital scales with revenue at the historical days-sales-outstanding (DSO) and days-payable-outstanding (DPO) ratios. If the interviewer adds “and working capital is 10 percent of revenue,” then the working capital absorbs $7 to $14 million per year of cash, which reduces FCF and slows debt paydown. The Society for Corporate Governance and the National Association of Corporate Directors both flag working capital as the most common audit committee restatement trigger in PE-backed companies. For an interview, if asked, you say: “I would add working capital change to my FCF bridge. Assuming working capital is 10 percent of revenue and revenue grows 5 percent, the year-over-year build is about 5 percent of the prior balance, or roughly $2 to $3 million per year, which is a small but real drag on FCF.”

What If the Interviewer Hands You a Calculator?

If you get the calculator, the interviewer is testing whether you can run a clean three-statement projection, not whether you can do mental math. Spend 30 seconds on the high-level structure (same eight steps as above), then build the model in Excel or on paper. Use proper formulas: revenue, cost of goods sold (COGS), selling general and administrative (SGA), EBITDA, D and A, EBIT, interest expense, EBT, taxes, net income, then a separate cash flow build with capex, working capital, and debt paydown. The Goldman Sachs investment banking division summer-analyst training manual (publicly summarized in Pearl and Rosenbaum’s Investment Banking textbook and in Wall Street Prep’s LBO Modeling Course) treats this as a two-hour exercise. You will not finish a full model in a paper-LBO interview slot, but you will get partial credit for laying out the right structure even if the numbers do not tie.

The most efficient way to demonstrate fluency without a calculator is to keep the assumption set lean. Hold revenue growth at 5 percent, EBITDA margin at 20 percent, capex equals D and A, working capital flat, blended cost of debt 8.5 percent, tax 25 percent, 100 percent cash sweep, flat exit multiple. That is the eight-variable interview universe. Any move off these defaults must be explicit and justified, and the interviewer will absolutely test you on at least one flex. For longer-form preparation that goes beyond the paper LBO into full modeling, see our coverage of the discounted cash flow business valuation framework, since DCF and LBO share the same underlying free-cash-flow mechanics, just with different discount rates and terminal value approaches. Our DCF valuation business sale 2026 guide walks through the WACC build that mirrors the LBO blended cost of debt.

How Real Deals Differ from the Paper LBO

The eight-step paper LBO leaves out details that matter in real deals: management rollover and incentive equity, transaction fees and financing fees, original issue discount (OID) on the term loan, mandatory amortization on senior debt, revolver capacity for working capital seasonality, covenants and covenant-lite (cov-lite) terms, change-of-control put rights on bonds, dividend recapitalizations during the hold period, and tax leakage through Internal Revenue Code Section 280G golden parachute payments. The interest-deductibility limits under 26 USC Section 163(j) also constrain modern LBOs by capping net business interest expense deduction at 30 percent of adjusted taxable income (ATI). For interview purposes you ignore all of these; for a real model you cannot.

Real-Deal Feature Paper LBO Treatment Real Model Treatment
Management Rollover Ignored 5-10% of equity at close
Transaction Fees Ignored 2-3% of EV, added to debt
Mandatory Amortization Ignored (100% sweep) 1% TLB amort, then sweep
Revolver Ignored $50-100M undrawn for WC
Covenants Ignored Springing net-debt-to-EBITDA covenant
Dividend Recap Ignored Year 2-3 if EBITDA grows
Section 280G Gross-Up Ignored Modeled in deal expense

If an interviewer at Kirkland and Ellis or Cooley LLP asks about real-deal complexity, mention the change-of-control covenants in the credit agreement and the material adverse effect clause in the purchase agreement, since both can derail a closing. If at a tax-focused interview, mention golden parachute 280G exposure and the safe-harbor shareholder-vote workaround. If at an equity-incentive-focused round, reference founder shares and management rollover mechanics. Each of these signals you understand that a real LBO is not just an Excel model.

What an Interviewer Listens For (And What Eliminates You)

The interviewer is grading three things in real time: structural fluency, numeric accuracy, and communication clarity. You score on structural fluency by hitting the eight steps in order without prompting; on numeric accuracy by getting MOIC within 10 percent and IRR within 2 points of the right answer; on communication clarity by speaking in complete sentences and naming assumptions out loud. The Mergers and Inquisitions paper LBO scoring rubric, published as part of their PE prep course, gives 40 percent of the grade to structure, 30 percent to numbers, and 30 percent to communication. That weighting is consistent with what associates report from KKR, Bain Capital, TPG, and Warburg Pincus on-cycle interviews.

Three behaviors will eliminate you immediately. First, freezing mid-walk-through: if you go silent for more than 15 seconds, the interviewer assumes you do not know the structure. Always keep talking, even if you say “let me restate the assumption set.” Second, refusing to commit to a number: if asked for an IRR, never say “it depends” without first giving a base-case answer. Third, forgetting the debt at exit (the equity value mistake covered above). Buy-side recruiters like Henkel Search Partners and CPI describe these three errors as the most common reasons candidates fail the first round.

Where the Paper LBO Fits in the Broader Interview Process

The paper LBO is a screening tool. PE megafunds use it in the first or second round to weed out candidates who cannot do mental math; growth equity shops use a shorter version focused on revenue growth and exit multiple; credit-focused shops replace it with a debt-sizing exercise. The full-day modeling test (a four-hour Excel build with a CIM in hand) comes later, in the third or fourth round, and uses an actual real-company case study. Wall Street Oasis surveys of 2024 on-cycle candidates report that 100 percent of megafund interviews included a paper LBO in the first three rounds, and 85 percent included a full modeling test before final-round Partner interviews.

For roles outside traditional PE, the paper LBO still matters. Sell-side M and A bankers (see our guide on the sell-side analyst role) face it when interviewing for buyside lateral moves. Sector-specific M and A advisory firms (see our overview of the M and A advisor profession) use a simplified version when hiring associates with PE aspirations. PE associates and senior associates use it when interviewing each other for promotions or moves; see our private equity analyst career guide for the longer-arc career path and how the paper LBO scales into senior interviews.

TLDR and Final Checklist

The paper LBO is not magic; it is a memorized routine plus mental-math discipline. Build the script once, drill it for ten hours over two weeks, and you will out-answer 80 percent of candidates in your interview cohort. For the next step beyond mental math, build the Excel version using our LBO model step-by-step guide and pair it with the underlying business valuation formula methods and math so that your entry and exit multiples are defensible against any pushback. The paper LBO gets you in the door; the full model gets you the offer.

Leave a Reply

Your email address will not be published. Required fields are marked *