Comparable Company Analysis in Emerging Markets: Choosing and Adjusting Peers

A comparable company analysis in emerging markets should not begin with a database filter and end with a median. Sparse listed peers, conglomerate structures, changing accounting practices, currency volatility and different sovereign risks can make apparent precision deceptive. A credible analysis defines the economic characteristics that drive value, aligns the financial data and explains why the selected multiple range is relevant to the subject company.

Define the subject before searching for peers

Document the business mix, revenue geography, customer type, value-chain position, scale, growth, margin, cyclicality, capital intensity and regulatory exposure. For a manufacturer, include process technology, capacity utilisation, import content, commodity pass-through, customer approvals and maintenance requirements.

Decide what is being valued and on what basis. A consolidated listed group may be a poor comparison for a single-product private company. A fair-value analysis based on market-participant assumptions differs from a buyer’s investment case that includes proprietary synergies. The valuation date matters because peer prices and estimates move.

Build a tiered peer set

Perfect peers rarely exist. Use tiers rather than lowering standards silently:

1. Core peers share the business model, end markets and economic drivers.
2. Reference peers differ in geography, scale or mix but illuminate a relevant characteristic.
3. Context companies help explain sector pricing but should not determine the multiple directly.

Explain inclusion and exclusion. A peer is not comparable merely because it has the same industry code. Conversely, a company in a different formal sector may be economically relevant if it shares customers, margins, cyclicality and capital requirements. Avoid cherry-picking peers whose multiples support a preferred answer.

In emerging markets, cross-border peers may be necessary. Their usefulness depends on whether differences can be understood and whether the subject competes in connected product and capital markets. More peers do not cure weak comparability.

Align the financial information

The valuation numerator and operating denominator must correspond. Use enterprise-value multiples with enterprise metrics such as EBITDA or EBIT, and equity multiples with equity metrics such as earnings. Reconcile market capitalisation, debt, cash, minority interests and material investments to the same date.

Standardise reporting periods, preferably using last-twelve-month and consistent forward estimates. Adjust for fiscal year-ends, acquisitions, disposals and seasonality. Inspect source filings rather than trusting unverified data fields. Thinly traded shares, stale prices or cross-holdings can distort observed enterprise value.

Accounting differences are critical. Align lease treatment, capitalised development, exceptional items, pensions, government grants and joint ventures where material. EBITDA definitions vary. A subject-company adjustment is useful only if the peer metric is adjusted consistently; otherwise the analysis creates false comparability.

Understand growth, profitability and capital intensity

Multiples reflect expected growth, risk, returns and cash conversion—not one year’s EBITDA in isolation. Compare historical and forecast revenue growth, margins, return on invested capital, capex, working capital and conversion of earnings to cash.

A high-margin asset-light business may deserve a different multiple from a plant-heavy peer with the same growth. A company running above sustainable capacity may show strong current EBITDA but require capex. A peer benefiting from a temporary commodity spread may not represent mid-cycle earnings. Use scatter plots or regressions only where sample size and relationships are meaningful; statistics do not repair poor data.

Address country and market differences carefully

Differences in sovereign risk, inflation, interest rates, tax, governance, capital access and market liquidity can affect pricing. But a blanket ‘emerging-market discount’ is rarely analytical. Some risks may already appear in peer earnings forecasts, exchange rates, discount rates and market prices.

First identify the specific difference. Then decide whether it belongs in cash flow, the selected multiple, the enterprise-to-equity bridge or scenario weighting. Cross-check the adjustment with DCF economics. If a multiple discount implies an extreme difference in long-term growth or cost of capital, reassess it.

Currency translation does not change a ratio when numerator and denominator are translated consistently, but inflation and accounting effects may change the underlying economics. High-inflation environments or capital controls require specialist assessment.

Select a multiple within the range

Median is a reference point, not an answer. Position the subject against peers on the factors investors pay for: growth, margin quality, customer concentration, management depth, governance, scale, liquidity, capex and returns. Document each adjustment qualitatively and, where supportable, quantitatively.

Avoid simultaneously selecting lower-quality peers, applying a broad country discount and adding a large company-specific discount for the same risk. Conversely, do not grant the subject a top-quartile multiple based on forecast margins that have never been achieved.

Use several metrics where informative. EV/EBITDA can obscure depreciation and capital intensity; EV/EBIT may better reflect asset consumption. Revenue multiples may assist for early-stage businesses but need strong margin and unit-economic context. Price/earnings is sensitive to financing and tax.

From trading multiple to equity value

Apply the selected multiple to a consistently normalised subject metric. A forward multiple requires a forward metric and consideration of execution risk. The result is usually enterprise value for EV-based multiples. Then deduct debt and debt-like items, add eligible cash and non-operating assets, and address minority interests or other claims.

Consider whether control or marketability characteristics are already reflected in the basis and method. Do not apply a control premium or illiquidity discount automatically. The interest’s rights, the unit of account and observable evidence should drive the conclusion.

Governance and sensitivity

Preserve source filings, price dates, estimates, foreign-exchange rates and calculation logic. Show valuation using the core set, broader set and alternative multiples. Explain movements from the previous date. Under the 2025 IPEV Guidelines, private-capital fair-value processes should use market-participant assumptions and current evidence; applicable accounting and regulatory requirements take precedence. In India, SEBI’s current AIF framework may also affect fund valuation governance.

The aim is not to eliminate judgement. It is to make judgement visible and testable. Our valuation and market-intelligence services and related investor insights help teams build that evidence base.