Equity Research interview preparation
Sell side and buy side. Every question is either traced to a named firm from a public candidate report, or tagged at desk level when we could not trace it. Answers lead with the point, then the mechanism, then the limitation.
100 questions, mapped to the firms that asked them
- Questions
- 100
- Traced to a firm
- 72
- Firms
- 45
- Updated
- September 2026
048What is a value trap and how do you avoid one?Asset management
Say this
A stock that is statistically cheap and keeps getting cheaper because the business is deteriorating faster than the price. The multiple is low for a reason, and the reason is usually visible if you look at returns on capital rather than the P/E.
Then walk it
- The mechanism: earnings fall faster than the price, so the multiple never actually contracts and the investor is permanently early.
- The warning signs: declining returns on invested capital, structurally falling market share, a terminal-demand story, and earnings quality deteriorating while reported profit holds up.
- The classic setups are companies facing technological substitution, businesses with a single customer or channel under pressure, and cyclicals where the market is pricing normalisation that is not coming.
- How to avoid it: insist that the cheapness has a catalyst and a mechanism for resolution. Cheap plus a reason for the gap to close is an investment; cheap alone is a hope.
- And test the earnings base before the multiple. A 6 times P/E on peak earnings is 15 times on normalised earnings. Most value traps in cyclicals are just this arithmetic error.
- The behavioural safeguard: write down in advance what you would need to see within 12 months. If you cannot name it, you are not investing in a discount, you are holding a declining asset.
Where candidates lose it
Defining it and stopping. The examinable content is the diagnostic, which is deteriorating returns on capital plus no catalyst, and the cyclical version where the earnings base is wrong rather than the multiple.
Expect next
- Give me an example you have seen.
- How do you distinguish it from a genuinely mispriced stock?
- What catalyst would you require?
050What is the difference between accounting profit and economic profit?Credit research
Say this
Accounting profit subtracts explicit costs. Economic profit also subtracts the cost of the equity capital employed. A company can report strong net income and still be destroying value if it earns less than shareholders' required return.
Then walk it
- Economic profit equals NOPAT less a capital charge, where the charge is invested capital times WACC. Equivalently, invested capital times the spread between ROIC and WACC.
- The insight: equity is not free, but accounting treats it as though it is. Interest appears on the income statement; the cost of equity never does.
- So a business earning 6 percent on capital with a 9 percent cost of capital reports a profit while shredding value every year. That is extremely common in capital-intensive industries.
- It reframes growth: growth is only good when the spread is positive. For a negative-spread business, growing the capital base accelerates the destruction, and the value-maximising action is to shrink and return cash.
- It is the basis of EVA-style frameworks and of how thoughtful investors judge capital allocation, which is often the single biggest determinant of long-run returns.
- The practical use in research: plot ROIC minus WACC against the valuation multiple across a sector. The companies trading at a premium with a negative spread are where the mispricing usually sits.
Where candidates lose it
Defining the terms without drawing the conclusion about growth. The payoff of this concept is that growth destroys value when the spread is negative, and that is what makes it worth asking about.
Expect next
- So should that company grow?
- How does this affect how you judge management?
- Where does this show up in a valuation?
055How would you think about a company's capital allocation priorities?Centerview PartnersInvestment Banking · Menlo Park · 2026S&P GlobalDebt Capital Markets · Chicago · 2022
Say this
Rank the uses by return. Reinvest in the business if it earns above the cost of capital, then acquisitions if they clear the same bar with a margin for integration risk, then buybacks if the stock is below intrinsic value, then dividends.
Then walk it
- Organic reinvestment should come first when incremental returns are high, because it is the lowest-risk way to compound and requires no premium.
- Acquisitions next, but with a higher bar, because you pay a control premium and take integration risk. A company that habitually acquires at multiples above its own is usually transferring value to sellers.
- Buybacks only when the shares trade below intrinsic value. A buyback at a high price destroys value even though it raises EPS, which is why the EPS-driven buyback is such a common error.
- Dividends when the business generates more cash than it can reinvest well. A dividend is a signal that management is disciplined, and it is sticky, so it is a commitment.
- Debt paydown belongs in the ranking too, and rises to the top when leverage threatens flexibility or the rating.
- The signal to read: a company issuing stock at low valuations and buying back at high ones has management that does not think about value. That pattern, visible in the cash flow statement over ten years, tells you more than any strategy presentation.
Where candidates lose it
Treating buybacks as automatically shareholder-friendly. Price matters, and the discipline test is whether they bought back more when the stock was cheap or when the cash happened to be there.
Expect next
- When is a buyback value-destructive?
- What are the different ways to use excess cash?
- How do you judge their acquisition record?
Reported by candidates at Centerview Partners (Investment Banking, Menlo Park, 2026); S&P Global (Debt Capital Markets, Chicago, 2022). Source: Wall Street Oasis.
056What is free cash flow yield and why do some investors prefer it?Asset management
Say this
Free cash flow divided by market capitalisation, or unlevered free cash flow over enterprise value. Investors prefer it because cash is harder to manipulate than earnings and because it is directly comparable to a bond yield.
Then walk it
- It bypasses most accounting judgement. Depreciation policy, capitalisation choices and provisioning all affect earnings and none of them affect cash.
- It is comparable across sectors and against other assets. A 7 percent free cash flow yield against a 4 percent bond yield is a meaningful comparison in a way that a P/E is not.
- It captures capital intensity, which EV/EBITDA cannot. Two companies with identical EBITDA and different CapEx have very different free cash flow yields, and the difference is real.
- The definitional traps: does free cash flow include or exclude stock-based compensation, acquisitions, and working capital swings? Companies present the flattering version, so build it yourself from the cash flow statement.
- The main weakness: it penalises companies investing heavily for growth. A business spending on a new facility looks expensive on free cash flow yield and may be the better investment. So it suits mature businesses and misleads on growth ones.
- Use normalised CapEx rather than one year's, because a single heavy investment year distorts it badly.
Where candidates lose it
Not separating maintenance from growth capital expenditure. A growth company's low free cash flow yield is not evidence it is expensive, and treating it that way is how people miss compounders.
Expect next
- How do you split maintenance from growth CapEx?
- Should stock-based compensation be subtracted?
- When does this metric mislead?
057How would you set a target price?Sell-side research
Say this
Apply a justified multiple to a forward earnings or cash flow estimate, usually twelve months out, and cross-check against a DCF. Then be explicit about what the multiple assumes.
Then walk it
- Pick the metric that the sector actually trades on: EV/EBITDA for industrials, P/E for consumer, price to tangible book for banks, EV/revenue for early-stage software.
- Choose the forward year deliberately, usually the next twelve months or the following fiscal year, and say which. Comparing your target on next year's numbers to a peer multiple on trailing numbers is a common and invisible error.
- Justify the multiple rather than borrowing it. A premium to the peer group needs a reason: higher growth, higher returns on capital, lower cyclicality. A regression of sector multiples against growth or ROIC is the defensible way to do it.
- Cross-check with a DCF and with where the stock has traded historically relative to its own range and to the market.
- Then state the implied upside and the rating logic, and give a bull and bear case so the target has a range around it.
- The honesty test: if your target requires a multiple the stock has never achieved and a forecast above consensus, say so plainly. Stacking two aggressive assumptions is how targets become fiction.
Where candidates lose it
Applying the peer average multiple with no justification, and stacking an above-consensus forecast on top of an above-peer multiple without acknowledging that you have made two bullish calls at once.
Expect next
- Why that multiple rather than the peer average?
- What is your bear case target?
- How often would you revise it?
059What is corporate access and why does it matter?Sell-side research
Say this
It is the broker arranging meetings between company management and investors: roadshows, conferences, site visits and one-on-ones. It matters because for many clients it is the most valued part of the research product.
Then walk it
- The analyst's relationship with the company is what makes it possible, which is one reason sell-side analysts are careful about the tone of negative research.
- For the investor it is direct access to management without having to build the relationship themselves, which is genuinely scarce for smaller funds.
- For the company it is efficient access to a curated investor base, which is why they cooperate.
- For the bank it drives client votes, which determine research payments, and it supports the corporate broking and capital markets relationship.
- The tension worth naming: it creates a conflict. An analyst who downgrades a company may lose access to its management, which reduces the value of their product. That structural conflict is why sell-side ratings skew positive.
- Regulation touches it too. Under unbundling, corporate access has to be paid for separately rather than bundled with commissions, which changed how it is arranged and charged.
Where candidates lose it
Describing the logistics without naming the conflict of interest. The interesting content is why sell-side ratings distributions skew toward buy, and access is a large part of that explanation.
Expect next
- Why do sell-side ratings skew positive?
- How would you handle downgrading a company you need access to?
- How does that affect how you read a sell-side note?
062How do rising interest rates affect different sectors?Apollo Global ManagementManagement Consulting · London · 2026MSCIReal Estate · Mumbai · 2015
Say this
Through three channels: the discount rate, which hurts long-duration assets most; the cost of debt, which hurts leveraged companies; and demand, which hurts anything financed by credit. Banks are the main beneficiary.
Then walk it
- Discount rate: growth companies whose cash flows sit far in the future lose the most value, because more of their valuation is discounted over longer horizons. This is why high-multiple technology de-rates hardest.
- Cost of debt: highly leveraged businesses, especially with floating-rate debt or near-term maturities, see interest expense rise directly. Utilities, real estate and leveraged buyout-owned companies are exposed.
- Demand channel: anything bought on credit. Housing, autos, capital goods and consumer durables all soften as financing costs rise.
- Beneficiaries: banks, as net interest margin expands when they reprice assets faster than deposits, and insurers, who reinvest their float at higher yields. Cash-rich companies earn more on their balances.
- Real estate is the clearest loser because it is both leveraged and valued on a cap rate that moves with yields. Rising rates hit the income and the valuation at once.
- The refinement worth adding: what matters is the move relative to expectations and why rates are rising. Rates rising on strong growth is very different for equities from rates rising on an inflation shock.
Where candidates lose it
Giving a simple 'rates up, stocks down' answer. The examinable content is duration, and the distinction between rates rising for growth reasons versus inflation reasons. Both should appear.
Expect next
- Why do growth stocks fall more?
- Which equities have duration?
- How does that change if rates rise because growth is strong?
Reported by candidates at Apollo Global Management (Management Consulting, London, 2026); MSCI (Real Estate, Mumbai, 2015). Source: Wall Street Oasis.
067What is tracking error and how do you calculate it?MSCIFinancial Tools · Monterrey · 2013
Say this
The standard deviation of the difference between the portfolio's returns and the benchmark's. It measures how far a portfolio can drift from its index, and it is the budget within which an active manager operates.
Then walk it
- Calculate the active return each period, portfolio minus benchmark, then take the standard deviation of that series, usually annualised.
- Ex-post tracking error uses realised returns. Ex-ante uses a risk model to forecast it from current holdings, which is what a risk system reports daily.
- Typical levels: an index fund runs a few basis points, an enhanced index strategy 1 to 2 percent, an active manager 4 to 8 percent, and a concentrated high-conviction fund can be well above that.
- It connects to the information ratio, which is active return divided by tracking error. That ratio, not raw outperformance, is how skill per unit of risk is judged.
- The main use is as a constraint: a mandate sets a tracking error budget, and the manager allocates it to the positions with the highest expected information ratio.
- The subtlety worth naming: tracking error is symmetric, so it penalises outperformance as well as underperformance. A manager can have excellent returns and breach a tracking error limit, which is why the constraint sometimes forces suboptimal decisions.
Where candidates lose it
Confusing it with volatility. Tracking error is the volatility of the difference, not of the portfolio. A low-volatility portfolio can have very high tracking error against a volatile index.
Expect next
- What is the information ratio?
- What tracking error would you expect from a concentrated fund?
- How does a tracking error budget change portfolio construction?
Reported by candidates at MSCI (Financial Tools, Monterrey, 2013). Source: Wall Street Oasis.
071What effect do interest rates, GDP and inflation have on stock prices?MSCIReal Estate · Mumbai · 2015
Say this
Work through the two terms of the valuation: expected cash flows and the discount rate. GDP drives the cash flows, rates drive the discount rate, and inflation affects both, which is why its net effect is the least predictable.
Then walk it
- Rates: higher rates raise the discount rate and lower present value, hitting long-duration equities hardest. They also raise the cost of debt and the attractiveness of the risk-free alternative.
- GDP: stronger growth lifts revenue and, because of operating leverage, lifts earnings by more than revenue. Cyclicals benefit most.
- Inflation is the ambiguous one. Moderate inflation with pricing power lifts nominal revenue and earnings. High or volatile inflation compresses multiples because it raises uncertainty and usually brings tighter policy.
- The pass-through question decides the winners: companies with pricing power and short input cycles pass inflation on; those with fixed-price contracts and volatile inputs get squeezed.
- The interaction matters more than any single variable. Rates rising because growth is strong is generally fine for equities; rates rising because inflation is out of control is not. The same move in the same variable has opposite implications.
- For India specifically, add the currency and the foreign flow channel: higher global rates tend to strengthen the dollar, pressure the rupee and pull foreign portfolio flows out, which hits index levels independently of domestic fundamentals.
Where candidates lose it
Giving three separate one-line answers. The interviewer wants the mechanism through the valuation equation and the recognition that the cause of a rate move changes its implication. For an India-based interview, the flow channel should appear.
Expect next
- Which is worse for equities, high inflation or high rates?
- How do foreign flows affect the Indian market?
- Which sectors have pricing power?
Reported by candidates at MSCI (Real Estate, Mumbai, 2015). Source: Wall Street Oasis.
075How does the rupee affect an Indian exporter's earnings?Indian research desks
Say this
Depreciation lifts reported revenue and margin for a dollar earner with rupee costs, roughly one for one on the translated revenue. But hedging, competitive pass-through and input costs mean the realised benefit is usually much smaller.
Then walk it
- The mechanical effect: revenue earned in dollars converts into more rupees, while wages and local costs stay in rupees, so the margin expands. For IT services a one percent depreciation is often quoted as roughly 15 to 20 basis points of EBIT margin.
- Hedging delays it. Most large exporters hedge 6 to 12 months of receivables forward, so the benefit arrives with a lag and at the hedged rate, not the spot rate.
- Competitive pass-through erodes it. If all competitors in a country enjoy the same depreciation, clients eventually demand price concessions, so part of the gain is given back in rate negotiations.
- Imported inputs offset it. A manufacturer importing components or crude-linked raw materials sees costs rise in rupees at the same time, so the net effect can be neutral or negative.
- Balance sheet effects matter too: foreign currency borrowings become more expensive to service and translate, which can swamp the operating benefit for a leveraged company.
- So the analysis is net exposure, not gross: dollar revenue less dollar costs less dollar debt service, adjusted for the hedge book. That net number is what a currency move actually acts on.
Where candidates lose it
Assuming a weaker rupee is straightforwardly good. The hedge book, pass-through and imported input costs routinely halve or reverse the effect. Net exposure is the concept being tested.
Expect next
- How would you find the hedge position?
- Which Indian sectors lose from depreciation?
- What happens to a company with dollar debt?
Firm tags come from public, anonymous candidate reports on Wall Street Oasis: strong signal, not sworn testimony. Firms are named as the places a question was reported, not as partners of Fin Maverick. Answers are written for this page to show how to think out loud; they are not scripts to recite.

