Building a Leveraged Buyout Model from Scratch

Tested prompts for how to build an lbo model step by step compared across 5 leading AI models.

BEST BY JUDGE SCORE Claude Haiku 4.5 9/10

If you're searching for how to build an LBO model step by step, you're probably prepping for a private equity interview, a modeling test, or your first live deal. You need a repeatable framework that gets you from a blank Excel tab to a working IRR and MOIC without skipping the mechanics that interviewers actually test: sources and uses, debt schedule, and the exit bridge.

This page shows you how to use AI to scaffold each step of an LBO, from entry assumptions through the returns waterfall. The prompt below produces a structured walkthrough you can drop into Excel, with formulas, debt paydown logic, and sanity checks on leverage and coverage ratios.

Use the AI outputs as a scaffolding tool, not a replacement for judgment. An LBO is driven by operating assumptions, capital structure, and exit multiple, and those inputs need your diligence. What the AI accelerates is the plumbing: the order of operations, the circular references, and the format bankers and PE associates expect to see.

When to use this

Reach for an AI-guided LBO walkthrough when you need structure fast and the deal is a standard sponsor buyout with senior debt, possibly a revolver and mezzanine layer. It works best when you already have a target company, a purchase price range, and rough EBITDA, and you need help sequencing the build rather than inventing assumptions.

  • Preparing for PE or investment banking modeling tests with a 2-3 hour time limit
  • Building a first-draft LBO for a sponsor pitch or teaser response
  • Learning the mechanics of debt schedules, PIK interest, and cash sweeps
  • Stress testing an existing LBO by rebuilding it from scratch to check for errors
  • Teaching or documenting LBO methodology for a junior analyst

When this format breaks down

  • Live deal modeling where you need company-specific working capital, tax, and covenant treatment that only appears in the CIM or data room
  • Complex structures with multiple tranches of PIK, earnouts, rollover equity waterfalls, or management incentive plans that require custom logic
  • Situations where confidentiality rules prohibit pasting deal data into a third-party AI tool
  • Distressed or carve-out scenarios where the capital structure and standalone cost base dominate the analysis

The prompt we tested

You are an experienced private equity associate teaching a user how to build a leveraged buyout (LBO) model step by step in Excel. Using the deal context below, produce a clear, numbered walkthrough covering every major stage: (1) transaction assumptions and sources & uses, (2) pro forma balance sheet adjustments, (3) operating model / income statement projections, (4) debt schedule with mandatory and optional repayments, (5) cash flow statement and cash sweep, (6) interest expense circular reference handling, and (7) exit assumptions, returns (IRR, MOIC), and sensitivity tables. For each step, explain the purpose, the key Excel formulas or line items involved, and common pitfalls to avoid.

Instructions: Format the response as a numbered step-by-step guide with bold section headers, concise bullet points under each step, and short Excel formula examples where relevant; keep the total length between 700-1000 words and end with a brief checklist of sanity checks before finalizing the model.

Deal context:
I'm an incoming investment banking analyst trying to build my first LBO model for a mock deal: a PE firm is acquiring a mid-sized SaaS company with $100M revenue, 25% EBITDA margin, at a 10x entry multiple. The capital structure is 60% debt (mix of TLB and subordinated notes) and 40% sponsor equity, with a 5-year hold. Please walk me through how to build the full model from scratch in Excel.

Model comparison

ModelQualityCostLatencyTokens
Claude Opus 4.7 9 $0.1610 30.9s 492 / 2048
Claude Haiku 4.5 9 $0.0106 20.4s 338 / 2048
GPT-5.4Not run yet
Gemini 2.5 ProNot run yet
Grok 4.1 Fast Reasoning 9 $0.0009 20.8s 458 / 1575

Outputs

Claude Opus 4.7 9/10
# Building Your First LBO Model: A Step-by-Step Walkthrough

Deal snapshot: $100M revenue × 25% margin = **$25M EBITDA**; 10x entry = **$250M enterprise value**; 60% debt ($150M) / 40% equity ($100M).

---

## 1. Transaction Assumptions and Sources & Uses

**Purpose:** Establish purchase price, funding mix, and fees that drive everything downstream.

- Build an **Assumptions tab** with hardcoded inputs (blue font): revenue, EBITDA margin, entry multiple, debt tranches, interest rates, fees.
- **Uses of Funds:** Purchase equity value + refinanced debt + transaction fees (~2% of EV) + financing fees (~2.5% of debt).
- **Sources of Funds:** TLB (e.g., 4.0x EBITDA = $100M at SOFR+400), Sub Notes (2.0x = $50M at 9%), Sponsor Equity (plug).
- Formula example: `=Total_Uses - TLB - Sub_Notes - Excess_Cash` for sponsor equity plug.
- **Pitfall:** Forgetting minimum cash on balance sheet (~$5M) or double-counting existing debt assumed vs. refinanced.

## 2. Pro Forma Balance Sheet Adjustments

**Purpose:** Flip the target's opening BS to reflect new ownership, debt, and goodwill.

- Start with target's standalone BS, then add adjustment columns (+/−) to arrive at pro forma.
- Key adjustments: (a) write off existing equity, (b) add new debt, (c) capitalize financing fees as an asset, (d) expense transaction fees against equity, (e) plug **Goodwill = Equity Purchase Price − Net Book Value of Target's Equity + Write-ups**.
- Formula: `Goodwill = Purchase_Equity - Target_BV_Equity`
- **Pitfall:** Balance sheet must balance post-adjustments. If Assets ≠ Liab + Equity by even $0.1M, trace each adjustment before moving on.

## 3. Operating Model / Income Statement Projections

**Purpose:** Project 5 years of P&L to generate EBITDA and free cash flow available for debt paydown.

- Project revenue with growth assumption (SaaS: 10–15% typical): `=Revenue_PY*(1+Growth_Rate)`
- EBITDA margin expansion (25% → 28% over hold is reasonable).
- D&A as % of revenue; build EBIT = EBITDA − D&A.
- Taxes on EBT at ~25%; flow to Net Income.
- **Pitfall:** Don't forget **stock-based comp** add-back treatment (most PE funds treat as a real expense — be consistent). Also model D&A separately from capex.

## 4. Debt Schedule with Mandatory and Optional Repayments

**Purpose:** Track each tranche's balance, interest, and repayments year by year.

- Build a waterfall per tranche with: Beginning Balance → Mandatory Amort → Optional Prepayment (sweep) → Ending Balance.
- **TLB:** 1% mandatory amortization: `=-TLB_Initial*1%`; 50–100% cash sweep on excess cash.
- **Sub Notes:** typically bullet (no amort), no sweep, higher rate.
- Interest expense on **average balance**: `=AVERAGE(Begin_Bal, End_Bal)*Rate`
- Revolver ($20M undrawn): sized for liquidity, drawn only if cash < minimum.
- **Pitfall:** Forgetting to cap optional prepayment at tranche balance remaining — use `=MIN(Available_Cash, Remaining_Balance)`.

## 5. Cash Flow Statement and Cash Sweep

**Purpose:** Calculate cash available for debt paydown after operating and investing needs.

- **CFO:** Net Income + D&A + Amortization of Financing Fees ± ΔWorking Capital.
- **CFI:** −Capex (typically 3–5% of revenue for SaaS).
- **CFF:** −Mandatory Amort − Optional Sweep ± Revolver.
- Cash Available for Sweep: `=Beginning_Cash + CFO + CFI − Mandatory_Amort − Min_Cash`
- Optional Sweep: `=MIN(Cash_Available, TLB_Balance_After_Mandatory)`
- **Pitfall:** Working capital sign errors — an *increase* in AR is a cash *use* (negative).

## 6. Interest Expense Circular Reference Handling

**Purpose:** Interest depends on debt balance, which depends on cash flow, which depends on interest — classic circularity.

- **Option A (preferred):** Use average balance for interest and enable iterative calcs: File → Options → Formulas → Enable iterative calculation (100 iterations, 0.001 tolerance).
- **Option B (safer for shared models):** Use **beginning balance only** for interest to avoid circularity entirely: `=Begin_Balance*Rate`
- Build a **circuit breaker**: a cell that when flipped to 1 zeros out interest, letting you reset if #REF! cascades: `=IF(Breaker=1, 0, Avg_Balance*Rate)`
- **Pitfall:** Never leave iterative calcs on without a breaker — one bad formula and the whole model returns garbage.

## 7. Exit Assumptions, Returns, and Sensitivities

**Purpose:** Calculate sponsor returns and stress-test the thesis.

- **Exit EV** = Year 5 EBITDA × Exit Multiple (often = entry multiple for base case).
- **Exit Equity** = Exit EV − Net Debt at exit.
- **MOIC** = `=Exit_Equity / Initial_Sponsor_Equity` (target 2.5x+).
- **IRR
Judge notes: Excellent step-by-step guide that comprehensively covers all 7 LBO model components with practical Excel formulas, realistic deal context, and concrete pitfalls; minor deduction only because the output was truncated mid-IRR calculation and slightly exceeds the 1000-word target, though the core instruction delivery is flawless and highly useful for an incoming analyst.
Claude Haiku 4.5 9/10
# LBO Model Build: SaaS Company Acquisition – Complete Step-by-Step Guide

## 1. **Transaction Assumptions & Sources & Uses**

**Purpose:** Establish entry valuation, financing structure, and uses of proceeds.

**Key Line Items:**
- Enterprise Value = $100M revenue × 10x = **$1,000M**
- **Uses of Funds:**
  - Equity Purchase Price: $1,000M
  - Transaction Fees (legal, advisory): ~$15M
  - Total Uses: $1,015M

- **Sources of Funds:**
  - Sponsor Equity (40%): $406M
  - Term Loan B (TLB, senior debt): $450M
  - Subordinated Notes (Sub Notes, junior debt): $159M
  - Total Sources: $1,015M

**Excel Setup:**
- Create a dedicated "Sources & Uses" table at the top of your model
- Formula: `=Total_Uses - Total_Equity` to solve for required debt
- **Pitfall:** Don't forget transaction fees; they're part of sources/uses but also reduce opening cash

---

## 2. **Pro Forma Balance Sheet Adjustments**

**Purpose:** Establish the Day 1 balance sheet immediately post-closing, incorporating debt and equity adjustments.

**Key Adjustments:**
- **Debt:**
  - TLB: $450M (assume OID cost of ~2%, so $441M net)
  - Sub Notes: $159M (assume OID ~3%, so $154.2M net)
  - *OID (Original Issue Discount) is recorded as debt discount, amortized to interest expense*

- **Equity:**
  - Goodwill & Intangibles: plugged to balance (typically $500M+)
  - Opening Equity: $406M sponsor investment

- **Cash:**
  - Post-transaction: typically minimal ($10–20M operational cash)

**Excel Formula Example:**
```
Beginning Equity (Yr 0) = Sponsor Equity - Transaction Fees
Net Debt (Yr 0) = TLB + Sub Notes - OID Discount - Cash
```

**Pitfall:** Forgetting to deduct OID from gross debt; this creates a permanent error in interest expense.

---

## 3. **Operating Model & Income Statement Projections**

**Purpose:** Project 5-year revenue, EBITDA, and taxable income under realistic growth assumptions.

**Key Assumptions:**
- Revenue CAGR: 12–15% (typical SaaS growth)
- EBITDA Margin: maintain 25%, or model gradual improvement to 28%
- CapEx: ~5% of revenue (SaaS typically low)
- D&A: $50M annually (on intangible assets from acquisition)
- Tax Rate: 25–27%

**Excel Formulas:**
```
Yr 1 Revenue = Entry Year Revenue × (1 + Growth %)
EBITDA = Revenue × EBITDA Margin %
EBIT = EBITDA - D&A
Interest Expense = (Beginning Debt Balance × Senior Rate) + (Sub Notes × Sub Rate)
EBT = EBIT - Interest Expense
Net Income = EBT × (1 - Tax Rate)
```

**Pitfall:** Don't model interest expense statically; link it to declining debt balances (step 4).

---

## 4. **Debt Schedule with Mandatory & Optional Repayments**

**Purpose:** Model debt paydown over the hold period, accounting for financial covenants and cash sweep mechanics.

**Structure:**
- TLB: 5% annual amortization + optional prepay from excess cash flow
- Sub Notes: typically no amortization, repay at exit only
- Leverage Ratio Covenant (e.g., Debt / EBITDA < 5.0x): track quarterly

**Excel Build:**
```
Beginning Debt (Yr 1) = Ending Debt (Yr 0)
Mandatory Amortization = Beginning Debt × 5%
Optional Prepayment = IF(Excess_Cash_Available > 0, Excess_Cash_Available, 0)
Ending Debt = Beginning Debt - Mandatory Amortization - Optional Prepayment
```

**Key Points:**
- Sub Notes are "mezzanine" debt: higher rate (~8–10%), lower priority, no amortization
- TLB pricing: LIBOR + spread (e.g., 3.5% + 400bps)
- **Pitfall:** Don't forget TLB commitment fees (~0.75% annually on undrawn amounts, typically zero in LBO)

---

## 5. **Cash Flow Statement & Cash Sweep Mechanics**

**Purpose:** Track cash generation and deployment; determine available cash for debt paydown.

**Line Items:**
- Operating Cash Flow = Net Income + D&A + Interest Paid - Change in WC
- Less: CapEx (5% of revenue)
- Less: Mandatory Debt Amortization
- Less: Cash Taxes Paid
- **Equals: Excess Cash Flow** (available for optional prepay)

**Excel Formula:**
```
Excess Cash Flow = Operating CF - CapEx - Mandatory Amortization - Taxes
Cash Available for Sweep = MAX(Excess_Cash_Flow, 0)
Optional Prepayment = Cash Available for Sweep
Ending Cash = Beginning Cash + Operating CF - CapEx - Total Debt Paydown - Taxes
```

**Pitfall:** Confusing "cash taxes paid" (cash basis) with tax expense (accrual basis); model both separately.

---

## 6. **Interest Expense Circular Reference Handling**

**Purpose:** Resolve the circular loop: Interest Expense → Cash Flow → Debt Balance → Interest Expense.

**Solution:**
- **Iteration Method:** Enable iterative calculation in Excel (File → Options → Formulas → Iterations)
  - Set max iterations: 100; max change: 0.01
- **Alternative (More Transparent):** Hard-code interest rates and debt schedule separately, then solve interest expense after the cash flow waterfall closes

**Excel Setup:**
```
Year 1 Interest = (TLB Bal × TLB Rate) + (Sub Notes Bal × Sub Rate) + OID Amortization
(Build interest into the debt schedule tab, not the P&L, initially)
```

**Pitfall:** Circular references are easy to create unintentionally; test model stability by toggling iteration on/off.

---

## 7. **Exit Assumptions, Returns (IRR & MOIC), & Sensitivity Tables**

**Purpose:** Model sale at Year 5 and calculate sponsor returns.

**Exit Assumptions:**
- Exit Multiple: 11–12x EBITDA (assume 11x)
- Year 5 EBITDA: ~$188M (10x, 25% margin)
- Exit Enterprise Value: $188M × 11x = $2,068M

**Return Calculation:**
```
Enterprise Value (Exit) = Yr 5 EBITDA × Exit Multiple
Less: Remaining Debt (TLB + Sub Notes)
Equals: Equity Value
Less: Sponsor Equity Invested
Equals: Equity Gain
MOIC = (Equity Value + Dividends) / Sponsor Equity Invested
IRR = XIRR(Cash Flows)
```

**Sensitivity Tables:**
- Create 2D table: Exit EBITDA Multiple (rows: 9–13x) vs. Entry Leverage (columns: 4.5–6.0x Debt/EBITDA)
- Fill cells with MOIC or IRR
- Typical target: 20–25% IRR, 2.5–3.0x MOIC

**Pitfall:** Don't assume constant leverage at exit; model leverage decline from debt paydown.

---

## **Pre-Submission Sanity Check**

- ✅ Sources = Uses (within rounding)
- ✅ Day 1 Leverage = Total Debt / Entry Year EBITDA ≈ 5.0–5.5x (reasonable for SaaS)
- ✅ Interest expense declining year-over-year (debt paydown)
- ✅ No negative cash balances mid-hold
- ✅ Leverage covenant never breached (Debt/EBITDA trending down)
- ✅ Exit equity value > invested equity (positive returns)
- ✅ MOIC sensitivity reasonable (±10% revenue growth = ±0.2–0.3x
Judge notes: Exceptionally well-structured, comprehensive walkthrough covering all seven major LBO model components with practical Excel formulas, realistic SaaS deal assumptions, and actionable pitfalls; minor deduction only for slightly exceeding the 700-1000 word target (~1,100 words) and one minor formula simplification in the MOIC sensitivity description.
Grok 4.1 Fast Reasoning 9/10
### 1. Transaction Assumptions and Sources & Uses
**Purpose:** Set deal pricing, financing mix, and cash flows at close to ensure sources = uses; forms foundation for pro forma BS.

- Input key assumptions in a dedicated tab: Entry EBITDA = $100M × 25% = $25M; Entry EV = $25M × 10x = $250M; Equity contrib. = 40% × $250M = $100M; Total debt = 60% = $150M (e.g., $100M TLB at L+300bps, $50M sub debt at 10%).
- Build Sources & Uses table: Sources = Debt ($150M) + Sponsor Equity ($100M) + Existing Cash ($10M assumed); Uses = Purchase Price ($250M) + Transaction Fees (2% EV = $5M) + Financing Fees (3% debt = $4.5M).
- Key formula: Ensure Sources = Uses (e.g., =SUM(Sources range) in check cell); plug with cash to balance if needed.
- Pitfall: Forgetting to capitalize fees (add to goodwill); use transaction-adjusted EBITDA for LTM.

### 2. Pro Forma Balance Sheet Adjustments
**Purpose:** Reflect post-LBO BS at close (Year 0), capturing debt issuance, equity injection, and purchase accounting.

- Start with historical BS (assume provided or simplified: Cash $10M, PP&E $20M, Goodwill $100M historical).
- Adjustments: +Debt $150M (liabs.); -Cash to Uses ($259.5M total uses - $10M existing = draw $249.5M, but net cash = $10M - $249.5M + sources plug); +Goodwill = Purchase EV $250M - Net Identifiable Assets (e.g., $150M book value × control premium adj.).
- Key formula: Pro Forma Cash = Hist. Cash + Sources Cash - Uses Cash (e.g., =B10 + SUM(B20:B25) - SUM(B30:B35)); Debt = Assumption inputs.
- Pitfall: Double-counting existing cash or missing revolver draw; always tie back to S&U for balance (=Assets - Liabs - Equity = 0 check).

### 3. Operating Model / Income Statement Projections
**Purpose:** Forecast 5-year P&L for SaaS metrics like revenue growth (15% YoY initial fade to 8%), EBITDA margin expansion (25% to 28%).

- Project in IS tab: Revenue = Prior × (1 + Growth%); EBITDA Margin input row; D&A 5% rev; Capex 10% rev; Taxes 25% (NOL shield initial).
- Key SaaS lines: ARR growth, Net Retention 110%; EBITDA = Rev × Margin; NOPAT = EBITDA - D&A - Taxes.
- Formula ex: Year 2 Rev = Year1_Rev * (1 + Growth2%) (e.g., =$C5*(1+$B15)); EBITDA = Rev * Margin% (e.g., =C5*$B20).
- Pitfall: Overly aggressive growth without churn/churn drivers; link margins to rev scale; use historical as Year 0 base, transaction adj. for fees.

### 4. Debt Schedule with Mandatory and Optional Repayments
**Purpose:** Track debt balances, interest, principal paydowns (mandatory amort. + sweeps) over hold period.

- Separate tab: Rows for TLB ($100M, 1% annual mand. amort., min cash $20M), Sub ($50M, PIK optional, 2% mand.); Columns for years 1-5.
- Interest: TLB = Beg. Bal. × (Base Rate 5% + Spread 3%); Sub = Beg. Bal. × 10%.
- Repayments: Mandatory = 1% Beg. Bal.; Optional from sweep; End Bal. = Beg. Bal. + PIK - Mand. - Sweep - Exit Payoff.
- Formula ex: TLB Int. Yr1 = C10 * (Base% + Spread%); Mand. = C10 * 1%; link Sweep from CFS later.
- Pitfall: PIK compounding error (add to principal); ensure min cash before optional paydown; revolver circular (draw if neg. FCF).

### 5. Cash Flow Statement and Cash Sweep
**Purpose:** Drive free cash flow (FCF) to debt paydowns via waterfall; links IS, BS, debt.

- CFS tab: NOPAT + D&A - Capex - ΔNWC (5% rev) = FCF; +EBITDA revolver if neg.
- Cash Sweep waterfall: Begin cash + FCF - Mand. Debt - Capex buffer ($10M) - Dividends (after Yr3) → Optional Debt → Build cash (min $20M) → Excess to equity.
- Formula ex: FCF = C_EBITDA - C_D&A - C_Capex - ΔNWC (ΔNWC = C_NWC - B_NWC, NWC=10% rev); Sweep Debt = MAX(0, C_AvailCash - MinCash).
- Pitfall: Circularity here—use manual iteration first; forget ΔNWC sign (outflow if growing); tie End Cash to BS.

### 6. Interest Expense Circular Reference Handling
**Purpose:** Resolve iteratives from interest → EBIT(1-t) → FCF → debt paydown → next interest.

- In IS: Total Int. Exp. = SUM(Debt Schedule Interest rows); links back to debt bals. from CFS sweeps.
- Excel fix: File > Options > Formulas > Enable Iterative Calc (Max 100 iterations, Change 0.001); or manual switch (Alt+T+O, F1 tab).
- Alt: Use debt paydown assumptions first, then iterate; add error check =IF(ABS(BS_Check)<0.01,"OK","Error").
- Pitfall: Infinite loops (tighten convergence); unmodeled revolver interest; test by zeroing sweeps to verify.

### 7. Exit Assumptions, Returns (IRR, MOIC), and Sensitivity Tables
**Purpose:** Calc. sponsor returns at Yr5 exit; sensitize key drivers.

- Exit: Yr5+1 EBITDA × Exit Multiple (9-12x) = Exit EV; -Net Debt +Cash = Equity Value; IRR = IRR(Equity Inflows: -$100M Yr0, +Exit Equity Yr5); MOIC = Exit Equity / Entry Equity.
- Formula ex: Exit EBITDA = F6_EBITDA * (1+Growth6%); Exit Equity = (Exit_EV - NetDebt6) * (1 - Exit Fees 1%); IRR = IRR(B1:F1) where series = -100,0,0,0,0,ExitEQ.
- Sensitivities: Data Table (Entry Mult. 8-12x rows, Exit Mult. 8-12x cols, output IRR/MOIC); add Ebix growth, margin.
- Pitfall: Exit Net Debt = Total Debt - Cash (not revolver); double-count exit fees; IRR assumes interim dividends as cash flows.

**Model Sanity Checks (Final Checklist):**
- Sources = Uses; BS balances every year (=Assets-Liabs-Equity=0).
- FCF links: Sum(FCF) = ΔDebt + ΔCash + Equity Returns.
- IRR >20% base case; no circ. errors (F9 refresh); trace precedents for breaks.
- Stress: 0% growth → still positive MOIC? Export PDF for review.

(Word count: 912)
Judge notes: Comprehensive, technically accurate step-by-step guide that directly addresses the query with proper Excel formulas, deal context integration, common pitfalls, and a practical sanity checklist; minor deduction only for slight density that could challenge a true beginner despite strong structure.

What makes these work

  1. 01
    Lock in sources and uses first

    Before any operating model, get the S&U balanced. Uses include equity purchase price, refinanced debt, transaction fees (typically 2-3%), and financing fees. Sources must equal uses to the penny, and any plug belongs in sponsor equity, not debt.

  2. 02
    Build the debt schedule with a cash sweep

    Mandatory amortization runs first, then optional prepayments from excess cash. A typical cash sweep is 50-100% of free cash flow after mandatory payments. This is where most models develop circular references, so toggle iterative calculation on and build a revolver as the plug.

  3. 03
    Check leverage and coverage every year

    Track net debt to EBITDA and interest coverage in every projection year. If leverage exceeds 7x or coverage drops below 2x, your assumptions are probably off or the deal wouldn't get financed. These ratios are the first thing an investment committee checks.

  4. 04
    Isolate the three return drivers

    Decompose IRR into EBITDA growth, multiple expansion or contraction, and debt paydown. A clean LBO shows roughly half the return from operational improvement and the rest from deleveraging. If multiple expansion drives most of your return, flag it as a risk.

More example scenarios

#01 · Mid-market SaaS buyout, $400M enterprise value
Input
Build an LBO for a SaaS target: $80M revenue growing 20%, 25% EBITDA margin, $400M purchase price (5x revenue, 20x EBITDA), 5-year hold, 50% senior debt at SOFR+450, 10% mezz at 12%, rest sponsor equity. Assume 8% revenue growth decay and 200bps margin expansion. Exit at same multiple.
Expected output
Step-by-step output covering: (1) Sources and uses totaling $420M including fees, (2) operating model with revenue declining to 12% growth by year 5 and EBITDA margin reaching 27%, (3) debt schedule with mandatory 1% amortization plus 75% cash sweep, (4) returns showing roughly 2.4x MOIC and 19% IRR at a 20x exit.
#02 · Industrials carve-out with working capital swings
Input
Walk me through an LBO of a $600M revenue industrial parts distributor at 8x EBITDA ($90M EBITDA). 55% leverage, 6% blended cost of debt, 5-year hold. Working capital is 18% of revenue. Capex is 3% of revenue. Model tax at 25%.
Expected output
Structured build: purchase price $720M, debt $396M, equity $324M. EBITDA grows 4% annually to $109M. Free cash flow after working capital and capex averages $45M per year, paying down $180M of debt by exit. At 8x exit multiple, equity value of $548M drives 1.7x MOIC and 11% IRR.
#03 · Interview case: paper LBO shortcut
Input
Give me a paper LBO I can do in my head for an interview. $100M EBITDA, 10x entry, 60% debt, 5-year hold, EBITDA grows to $140M, exit at 10x, 50% of FCF pays down debt. Show the math quickly.
Expected output
Entry equity: $400M ($1B EV minus $600M debt). Exit EV: $1.4B. Cumulative FCF roughly $300M, half pays debt so debt drops to $450M. Exit equity: $950M. MOIC 2.4x, IRR approximately 19%. Keep the math in round numbers and verbalize each step.
#04 · Healthcare services roll-up with add-ons
Input
Model an LBO for a dental services platform: $30M EBITDA at 11x entry, plus $50M reserved for add-ons at 6x EBITDA averaging $3M each. 5-year hold, 6x leverage, exit at 11x on pro forma EBITDA.
Expected output
Initial EV $330M, add-on capacity adds roughly $25M of EBITDA over the hold period. Total invested capital including add-on equity reaches approximately $200M. Pro forma exit EBITDA of $65M at 11x yields $715M EV, generating 2.9x MOIC and 24% IRR driven by multiple arbitrage on acquired EBITDA.

Common mistakes to avoid

  • Using levered instead of unlevered FCF for debt paydown

    Debt paydown comes from cash flow after interest but before financing activities. Mixing up the waterfall leads to double counting interest and overstating returns by several hundred basis points.

  • Forgetting transaction and financing fees

    Transaction fees are expensed or capitalized at close and financing fees amortize over the debt term. Leaving them out inflates equity returns and misses a real drag on year one cash flow.

  • Assuming exit multiple equals entry multiple without justification

    Flat multiple is a convention, not a forecast. If you model entry at a cycle peak or the company grows into a different category, hold the assumption but run sensitivity at minus 1x and minus 2x to show how fragile the return is.

  • Ignoring minimum cash balance

    Operating cash of $10-25M should stay on the balance sheet. Sweeping every dollar to debt paydown produces a model that works in Excel but would trigger a liquidity event in real life.

  • Skipping the circular reference check

    Interest expense depends on average debt, which depends on cash flow, which depends on interest. Without iterative calculation enabled or a proper interest toggle, the model either errors out or silently produces wrong numbers.

Related queries

Frequently asked questions

How long should it take to build an LBO model from scratch?

A full three-statement LBO takes 4-8 hours for an experienced analyst and 15-20 hours the first few times you build one. Interview paper LBOs should take 5-10 minutes. Modeling tests usually allow 2-3 hours for a simplified version with one-page operating assumptions.

What's the difference between a paper LBO and a full LBO model?

A paper LBO is a mental math exercise covering sources and uses, a rough operating trajectory, and returns in round numbers. A full LBO includes three integrated financial statements, a detailed debt schedule with multiple tranches, working capital build, and sensitivity tables. Interviews test both.

What IRR do PE firms target in an LBO?

Sponsors typically target 20-25% gross IRR and 2.5-3x MOIC over a 5-year hold. Larger funds with lower cost of capital may accept 15-18%. Anything below 15% gross usually fails investment committee unless there's a strategic angle or a downside case with capital preservation.

How much leverage is typical in an LBO today?

Total leverage generally runs 5-7x EBITDA, with senior debt at 3-4x and junior or subordinated debt filling the gap. Covenant-lite deals and larger transactions push higher. Lenders pulled back in 2023-2024, so deals now often close at 5-6x with more equity.

Should I model taxes before or after interest expense?

After. Interest is tax deductible, so EBIT minus interest equals pretax income, which you then tax. This tax shield is a meaningful component of LBO returns and is a common interview trap if you apply tax to EBIT directly.

Do I need a revolver in every LBO model?

Yes, always include an undrawn revolver as the cash flow plug. Even if it's zero throughout the projection, it prevents negative cash and handles timing mismatches. A typical revolver is $25-75M at SOFR+300 with a 50bps unused fee.