Public-equity research and a buyout case can start with the same business and still ask different questions. A public thesis may emphasize expectations, valuation and catalysts. A buyout exercise adds purchase financing, cash use, diligence and an exit. This original fictional bridge helps an asset-management candidate show the difference without claiming transaction experience.
Start with a stated entry bridge
Assume entry EBITDA of 8 million and an 8× entry multiple. Enterprise value is64 million. Debt is 32 million; assume no other bridge items, fees or cash adjustments, so entry equity is32 million. These omissions make the exercise simpler, not more realistic than an actual transaction model.
| Item | Base exit | Downside exit |
|---|---|---|
| Exit EBITDA | 10 | 8 |
| Exit multiple | 7× | 6× |
| Exit enterprise value | 70 | 48 |
| Exit debt | 24 | 28 |
| Exit equity value | 46 | 20 |
| Equity multiple on 32 entry equity | 1.4375× | 0.625× |
The base result is 46/32=1.4375×. The downside is 20/32=0.625×. Neither is an IRR without a time horizon and the timing of cash flows. Neither is a realized return. Do not add missing fees or distributions silently; state how they would affect the bridge.
Identify three distinct return drivers
Operating performance changes EBITDA. Exit pricing changes the multiple. Cash generation and financing terms affect debt reduction. Your analysis should explain all three. If operating performance weakens, retaining the same debt paydown may be inconsistent unless you show another source of cash.
Write a sensitivity question rather than a confident target: “What operating assumptions permit debt to fall from 32 to 24, and what changes in the downside?” Then ask about capex, taxes, working capital, interest and scheduled payments. Explain why the equity outcome changes more sharply than one operating input.
Translate research evidence accurately
| Research task you performed | What can transfer | What it does not prove |
|---|---|---|
| Public-company forecast | Business drivers and assumption discipline | Deal execution or diligence access |
| Valuation sensitivity | Model mechanics and judgment | Authority to set acquisition terms |
| Thesis monitoring | Error review and changing a view | Portfolio-company operational responsibility |
| Sector research | Comparative business knowledge | A completed investment track record |
A fictional application sentence can say: “My public-equity research involved forecasting margins and testing valuation assumptions. I separately built a labeled buyout case to practice cash conversion and debt reduction.” It should not say that the project was acquisition diligence for a fund.
Choose the next gap to work on
If you cannot explain the business cash bridge, study that before expanding the spreadsheet. If you can calculate returns but cannot explain the downside, practice a short recommendation and the condition that reverses it. If the analysis is clear but your application blurs professional and educational work, revise the labeling.
CFA Institute’s research-role overview provides mandate context; the OCC leveraged-lending handbook provides a lender-side discussion of cash repayment and financing risk. Neither specifies a PE employer’s recruiting process or certifies this case.
Use the asset-management-to-private-equity readiness guide, then the paper LBO preparation guide and private-equity resume evidence card. Inspect the existing PE Recruiting Playbook sample only if its contents address the gap you found.
Get private equity recruiting notes
PE recruiting preparation, deal discussions and investment case practice.
No spam. Unsubscribe anytime.