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Finance Interviews

Stop blanking on valuation questions

You've studied the guides. You've built practice models. But when the MD asks "Walk me through a DCF" — your mind goes blank. Interview AI Buddy delivers a structured answer in 95 milliseconds, while you're still collecting your thoughts.

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How it works during a finance interview

STEP 01

Interviewer asks a question

Deepgram Nova-3 transcribes the question in real time — supporting 36+ languages, before they even finish speaking.

STEP 02

QUICK box fires in 95ms

Groq delivers a concise structured answer — the key formula, steps, and critical assumptions in 2–3 lines.

STEP 03

TECHNICAL box expands

GPT-4o Mini follows up with a full walkthrough — detailed calculation steps, edge cases, and common follow-up questions to anticipate.

STEP 04

You answer confidently

Read from the overlay while maintaining eye contact. The interviewer sees nothing — the window is invisible on screen share.

Topics we cover

Every major finance interview category — with example questions and the kind of answer you'll get.

DCF & Valuation

Discounted cash flow analysis, WACC calculation, terminal value (Gordon Growth vs exit multiple), enterprise value vs equity value bridge, comparable company analysis, and precedent transactions.

Example Question

"Walk me through a DCF"

AI Response Preview

Project unlevered free cash flows for 5–10 years (Revenue → EBIT → NOPAT → add D&A → subtract CapEx & changes in NWC). Calculate WACC using cost of equity (CAPM: Rf + β × ERP) and after-tax cost of debt, weighted by target capital structure. Discount FCFs + terminal value (FCF × (1+g)/(WACC−g)) back to present. Sum = Enterprise Value. Subtract net debt to get Equity Value. Divide by diluted shares for implied share price.

LBO Modeling

Leveraged buyout mechanics, sources & uses, debt schedules, IRR sensitivity, multiple expansion, debt paydown, and operational improvements.

Example Question

"Walk me through an LBO"

AI Response Preview

A PE firm acquires a company using mostly debt (60–80% of purchase price). Sources: senior debt, sub debt, mezzanine, sponsor equity. Uses: purchase price + fees. Over 5 years, the company's cash flow pays down debt. Returns come from: (1) debt paydown — equity grows as debt shrinks, (2) EBITDA growth — organic + cost cuts, (3) multiple expansion — buy at 8x, exit at 10x. Target IRR: 20–25%. Sensitivity-test entry multiple, exit multiple, and leverage ratio.

Market Sizing

Top-down vs bottom-up approaches, TAM/SAM/SOM frameworks, assumption documentation, sanity checks, and presentation structure.

Example Question

"How big is the electric vehicle market?"

AI Response Preview

Top-down: Global auto market ~80M vehicles/year. EV penetration ~18% in 2024, growing to ~35% by 2030. 80M × 35% = 28M EVs. Average selling price ~$45K. TAM = 28M × $45K = ~$1.26T by 2030. Bottom-up sanity check: China ~10M, Europe ~8M, US ~5M, RoW ~5M = 28M. SAM for a mid-market brand: ~$200B (mid-price segment). SOM for a new entrant: ~$5–10B (2–5% market share in target segments).

Accounting

Three financial statements and how they link, depreciation flow-through, deferred revenue, stock-based compensation, goodwill impairment, and working capital.

Example Question

"Walk me through the 3 financial statements"

AI Response Preview

Income Statement: Revenue → COGS → Gross Profit → OpEx → EBIT → Interest → EBT → Taxes → Net Income. Balance Sheet: Assets = Liabilities + Equity. Cash, AR, inventory on asset side; AP, debt on liability side; retained earnings in equity. Cash Flow Statement: starts with Net Income, adjusts for non-cash items (D&A, SBC), changes in working capital (operating), CapEx (investing), debt/equity issuance (financing). Net Income flows to Retained Earnings on BS. Ending cash on CFS = Cash on BS.

M&A

Acquisition evaluation, accretion/dilution analysis, synergy modeling (revenue + cost), deal structure (stock vs cash), merger consequences, and strategic rationale.

Example Question

"Company A wants to acquire Company B — how do you evaluate?"

AI Response Preview

Step 1 — Strategic rationale: revenue synergies (cross-sell), cost synergies (duplicate headcount), geographic expansion. Step 2 — Valuation: DCF, comps, precedent transactions to determine fair price. Step 3 — Accretion/dilution: compare combined EPS vs standalone. If acquirer P/E > target P/E and using stock, likely accretive. Step 4 — Financing: all-cash (uses balance sheet), all-stock (dilutes shareholders), or mix. Step 5 — Integration risk: culture clash, customer churn, key employee retention. Rule of thumb: most synergy estimates are 20–30% too optimistic.

Behavioral for Finance

Finance-specific STAR answers — why investment banking, deal experience, market awareness, work ethic, attention to detail, and team dynamics under pressure.

Example Question

"Why investment banking?"

AI Response Preview

Three pillars: (1) Intellectual challenge — I love breaking down complex businesses, building models, and pressure-testing assumptions. My coursework in valuation and my internship at [X] confirmed this. (2) Deal exposure — IB puts you at the center of transformative transactions. I followed the [recent deal] and was fascinated by the strategic rationale and execution. (3) Career trajectory — the analytical rigor and client exposure in IB build a foundation for wherever I go next, whether that's PE, growth equity, or operating roles.

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