Valuation in Practice – Balancing Numbers and Narrative

M&A Process Guide Series 2/5

Executive Summary

In M&A transactions, valuation is not merely a technical process of deriving numbers, but rather the culmination of strategic judgment that dissects the target company's past performance and translates its future value creation potential into monetary terms. This report presents the multiple valuation framework private equity firms utilize during actual deal execution, structuring a 3-Dimensional Valuation Approach that integrates DCF (Discounted Cash Flow), LBO (Leveraged Buyout) modeling, and Comparable analysis.

As of January 2026, the global M&A market maintains a robust deal pipeline despite interest rate uncertainty and recession concerns. Particularly as private equity's dry powder reaches record levels, the ability to accurately value target companies has emerged as a key capability determining competitive advantage from the deal sourcing stage. In practice, practitioners do not rely on a single methodology. Instead, they triangulate at least three valuation techniques to derive a reasonable price range.

We aim to develop an illustrative analysis framework comparable to those submitted to Investment Committees by deal teams at companies like O and S. Moving beyond the theoretical foundations of each valuation methodology, this framework centers on scenario-based analysis that reflects the data uncertainties, market volatility, and negotiation dynamics encountered in practice. Specifically, we will develop a methodology that quantitatively validates the Possibility, Plausibility, and Probability for Base/Upside/Downside scenarios.

• [Key Conclusions]
  • As of 2026, the appropriate WACC range is 8.5-11.5%, with sector-specific risk premium differences impacting the final valuation by 15-30%.¹
  • In LBO models, the minimum IRR required by PE funds is 22-25% (U.S. standard), with a MOIC of 2.5x or higher as the investment baseline.
  • In comparable analysis, the optimal peer group consists of 5 to 8 companies, utilizing both weighted averages and medians instead of simple averages.
  • 
    Terminal Value accounts for 60-80% of the total enterprise value, so the assumptions regarding the Terminal Growth Rate and Exit Multiple are key to the reliability of the valuation.

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I. Strategic Framework for Valuation: The Narrative Beyond the Numbers

1.1) Why the Multiple Valuation Approach?

A single valuation methodology inevitably carries inherent methodological bias. DCF is vulnerable to the uncertainty of forecasting future cash flows, while comparable analysis faces the limitation of difficulty in finding true comparables. The LBO model approaches from the perspective of PE fund returns, thus failing to fully reflect the synergy value sought by strategic buyers.

Therefore,the Triangulation Approachis adopted in practice. This approach involves concurrently applying three or more independent valuation techniques to cross-validate each result, analyzing the causes of valuation gaps between methodologies, and ultimately deriving a reasonable valuation range.

In the case of FBL Financial, different valuations were derived for the same target: 9.0-11.3x based on P/E Multiple and 0.73-1.06x based on P/BV. This gap reflects differences in the value drivers captured by each methodology, not a simple calculation error.
This is because P/E focuses on profitability, while P/BV centers on asset efficiency.

• Practical Application Principles
  • Intrinsic Valuation Method:Utilizing DCF as the primary benchmark to measure the target company's unique value creation capability
  • Relative Valuation Method:Deriving Market-Based Valuation Benchmarks through Comparable Company Analysis
  • Transaction-based Valuation:Precedent Transaction Analysis to determine the premium levels actually paid in the M&A market
  • Returns-based Valuation:Calculating the Upper Limit of the Payable Price from a PE Fund Perspective Using the LBO Model

The common practice observed and implemented at both Company O and Company S is that if the results of each valuation methodology (
) converge within ±20%, the valuation is deemed highly reliable. If a discrepancy exceeding 30% occurs, the underlying assumptions are re-examined.

1.2) The Three-Stage Structure of the Valuation Process

Stage 1: Preparatory Analysis (Approximately 2-3 weeks)

This is the stage for gathering basic information on the target company and setting the initial valuation range. At this stage, a Quick & Dirty Valuation is performed based on public financial statements, industry reports, and analyst research. The purpose is not to derive a precise price, but to determine whether the deal meets our investment criteria: "
"

• Analysis of the Last Three Years' Financial Statements: Revenue CAGR, EBITDA Margin Trend, Working Capital Efficiency
• Industry Average Multiple Benchmarking: EV/EBITDA, EV/Revenue, P/E Median by Sector
• Management Guidance Review: Assessment of the Feasibility of Achieving the Growth Guidance for the Next 3-5 Years

In the Focus Financial Partners case, Company S, with Goldman Sachs' assistance, established a baseline of 9.5x NTM (Next Twelve Months) EV/EBITDA in the early stages and presented a valuation range of $42.47-$65.13 based on this.
This was a strategy to determine a rough negotiation range before building the full DCF model.

Stage 2: Deep-Dive Valuation (Approximately 4-6 weeks)

This phase runs concurrently with the full-scale due diligence process. It involves direct meetings with the target company's management to validate the business plan and build an independent financial model.
The key focus of this stage isnot to accept the management case at face value, but to independently design base/upside/downside scenarios.

• DCF Model Construction: 10-Year Explicit Forecast + Terminal Value Calculation
• Comparable Analysis: Selection of 5-8 Peer Groups and Multiple Spread Analysis
• Precedent Transaction Analysis: Benchmarking 5-10 similar transactions within the last three years
• LBO Modeling: Reverse-calculating the affordable price based on a target IRR of 22-25%

The most critical factor at this stage is the independence of assumptions. Rather than directly adopting the revenue growth rate presented by the management, one must derive their own growth rate assumption by synthesizing past performance, industry growth rates, and changes in market share.

Stage 3: Scenario Analysis & Stress Testing (Scenario Verification, approximately 2-3 weeks)

This is a preparatory step to enable the Investment Committee to immediately answer questions such as, "What if revenue growth only reaches 70% of Management's forecast?"

• 2-Way Sensitivity Table: WACC vs. Terminal Growth Rate, Revenue Growth vs. EBITDA Margin
• Monte Carlo Simulation: Apply probability distributions to key variables and perform 10,000 simulations.
• Downside Protection Analysis: Verification of Principal Recovery Potential Even in Worst-Case Scenarios

In practice, we present upside/downside scenarios within a ±30% range relative to the base case valuation, and quantitatively estimate the probability of occurrence for each scenario (
).

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II. DCF Valuation: Present Value Conversion of Future Cash Flows

2.1) Theoretical Foundations of the DCF Methodology

DCF (Discounted Cash Flow) is the most orthodox valuation technique for measuring a company's intrinsic value.
The core logic is simple: a company's value is the sum of the present values of all future cash flows (Free Cash Flow) it will generate.

• Basic formula
  • Enterprise Value (EV) = Σ [FCFₜ / (1 + WACC)ᵗ] + Terminal Value / (1 + WACC)ⁿ
    
    • FCFₜ = Free Cash Flow to Firm for year t
    • WACC = Weighted Average Cost of Capital
    • t = Forecast period (typically 5–10 years)
    • n = Last year of the Explicit Forecast
    • Terminal Value = Permanent Value (Gordon Growth Model or Exit Multiple Method)

Equity Value = Enterprise Value – Net Debt + Non-Operating Assets

As of 2026, the WACC range applied in practice is 8.5-14.5%, with the industry average at 9.5-11.5%.
The Terminal Growth Rate is linked to the long-term GDP growth rate and is applied at 1.8-3.2% (average 2.3-2.7%).²​

2.2) WACC Calculation: Precise Measurement of Capital Costs

WACC is the most critical variable in DCF valuation.
A 0.5 percentage point difference can affect the final valuation by 10-15%.

WACC = (Equity Value / Total Value) × Cost of Equity + (Debt Value / Total Value) × Cost of Debt × (1 – Tax Rate)

Here

• E = Market Value of Equity
• D = Debt (Market Value of Debt)
• V = E + D (Total Enterprise Value)
• Cost of Equity = Calculated using CAPM
• Cost of Debt = Actual borrowing interest rate (after tax)

Cost of Equity (CAPM Model)

Cost of Equity = Risk-Free Rate + Beta × (Market Risk Premium)

• As of January 2026
  • Risk-Free Rate (10-year U.S. Treasury Bond): 3.73%
  • Market Risk Premium: 5.5–7.0% (Historical average 6.5%)
  • Beta: Market volatility of the target company (Utilizing the median levered beta of comparable companies)

Practical Case Study – Focus Financial Partners (December 2022, while employed at Company S)

Reconstructing Focus Financial's WACC calculation process

1. Risk-Free Rate:3.73% (10-Year U.S. Treasury, as of December 16, 2022)
2. Market Risk Premium:6.5% (Historical Average)
3. Levered Beta:1.43 (Average since COVID low)
4. Cost of Equity (CAPM):3.73% + 1.43 × 6.5% =13.02%
5. After-Tax Cost of Debt:Assumption 4.5% (Investment-grade corporate bond yield at the time)
6. Target Capital Structure:Equity/Total Value = 60%, Debt/Total Value = 40%
7. WACC:0.60 × 13.02% + 0.40 × 4.5% =9.61%

Company S conducted a sensitivity analysis with Goldman Sachs, ultimately applying a WACC range of 8.75-11.00%.
This reflects the uncertainty in beta estimation and the potential for future changes in the capital structure.

2.3) Terminal Value Calculation: The final piece determining 60-80% of the total value

Terminal value refers to the perpetual value beyond the explicit forecast period (typically 5-10 years). In practice, two methods are used concurrently.

Method 1: Gordon Growth Model (Permanent Growth Rate Method)

• Terminal Value = FCFₙ₊₁ / (WACC – g)
  • FCFₙ₊₁ = Free cash flow for the year following the final forecast year
  • g = Terminal Growth Rate (Permanent Growth Rate)

• Method 2: Exit Multiple Method (Sale Multiple Method)
  • Terminal Value = EBITDA ₙ × Terminal EV/EBITDA Multiple

In practice,to take a conservative approach, either the lowerof the two calculated valuesis selected or the average of the two valuesis used.

Focus Financial Case Study

S and Goldman Sachs applied a Terminal P/E Multiple range of 8.0-10.0x.
Based on the 2023 projected EPS of $4.44,

• Terminal EV (8.0x): $7,124 million
• Terminal EV (10.0x): $8,304 million
• Assuming a WACC of 8.75%, Equity Value per Share: $51.26-$65.13

This result coincidentally aligns almost perfectly with CD&R's (U.S. private equity fund) proposed price of $50.00,
suggesting that CD&R made its offer within the bounds of market rationality.

2.4) Scenario-Based DCF: Base/Upside/Downside Analysis

A single-scenario DCF undervalues future uncertainty. Therefore, in practice, at least three scenarios are designed.

• Scenario Design Principles (For example)
  
  • Base Case (50-60% probability)
    • Based on the average growth rate over the past five years
    • Reflecting 80-90% of Management Guidance
    • Assuming the current market conditions persist
      
  • Upside Case (Occurrence Probability 20-25%)
    • Management Guidance 100% Achievement
    • Expanding market share or achieving success with new products
    • Competitive Advantage Enhancement Scenario
      
  • Downside Case (15-20% probability)
    • Sales growth rate at its lowest historical level
    • Economic downturn or intensifying competition
    • Margin Pressure Scenario
      
• Practical Example – ABC Software Company

Scenario	Sales CAGR	EBITDA Margin	Terminal Growth	WACC	Implied Expected Value ($M)	Probability weighting
Downside	8%	22%	1.5%	11.5%	$1,850	20%
Base	12%	25%	2.5%	10.0%	$2,420	55%
Upside	18%	28%	3.0%	9.0%	$3,150	25%

Probability-weighted EV = 0.20 × $1,850M + 0.55 × $2,420M + 0.25 × $3,150M = $2,490M

This approach can contribute to providing higher reliability (multi-faceted review) to the Investment Committee (IC) compared to simply presenting a base case.

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III. LBO Modeling: Affordability from a PE Fund Perspective

3.1) Core Mechanism of the LBO Structure

A leveraged buyout (LBO) is a structure primarily used by private equity funds to acquire target companies.It combines a small amount of equity with a large amount of debt, repaying the debt with the acquired company's cash flow after the acquisition.

• Sources of Value Creation in LBOs
  1. Financial Leverage Effect:Maximizing Return on Equity (ROE) through Debt Utilization
  2. Operational Improvement:EBITDA margin improvement, cost reduction, revenue growth
  3. Multiple Expansion:Selling at a higher valuation multiple at the exit point than at the acquisition point
  4. Debt Paydown:Repayment of debt using operating cash flow, reduction in net debt

• LBO Return Metric³
  • IRR (Internal Rate of Return):Internal rate of return, the metric PE funds prioritize most (e.g., target 22-25%)
  • MOIC (Multiple on Invested Capital):Investment Multiple, Total Recovery Amount / Initial Investment (e.g., Target 2.5-3.5x)
  • Cash-on-Cash Return:Annual Cash Dividend / Investment Principal (e.g., Target 8-15%)

3.2) Building an LBO Model: A Five-Step Process

Step 1: Transaction Structure Design

• Purchase Price:Target Company Enterprise Value
• Debt Financing: Total loan amount (typically 50-70% of the purchase price)
  • Senior Debt: 4-5 times EBITDA
  • Subordinated Debt/Mezzanine: 1-2x EBITDA
• Equity Contribution:PE Fund Investment (Purchase Price – Debt)

• Practical Examples
  • Target company EBITDA $100M, EV/EBITDA 8.0x acquisition assumption
    • Enterprise Value:$100M × 8.0 =$800M
    • Net Debt (Previous):$150M
    • Equity Value:$800M – $150M =$650M
    • New borrowing
      • Senior Debt (4.5x EBITDA): $100M × 4.5 = $450M
      • Mezzanine (1.5x EBITDA): $100M × 1.5 = $150M
      • Total new borrowing:$600M
    • Repayment of existing debt:-$150M
    • Transaction cost:-$20M
    • Net PE fund contributions:$650M + $150M + $20M – $600M =$220M

Step 2: 5-Year Financial Projections

Base Case Sales and EBITDA Forecast

Year	Revenue ($M)	Year-over-Year Growth	EBITDA ($M)	EBITDA Margin	Free Cash Flow ($M)
Year 0	400	–	100	25.0%	–
Year 1	440	10%	110	25.0%	75
Year 2	484	10%	121	25.0%	85
Year 3	532	10%	133	25.0%	95
Year 4	585	10%	146	25.0%	105
Year 5	644	10%	161	25.0%	115

Step 3: Debt Amortization Schedule

Senior Debt is repaid annually from a portion of the operating cash flow.

Year	Basic debt	Principal repayment	Interest (5% assumed)	Ending liabilities
Year 1	$600M	$30M	$30M	$570M
Year 2	$570M	$35M	$28.5M	$535M
Year 3	$535M	$40M	$26.8M	$495M
Year 4	$495M	$45M	$24.8M	$450M
Year 5	$450M	$50M	$22.5M	$400M

Step 4: Exit Valuation

• Year 5 Exit Scenario
  • Exit EBITDA: $161M
  • Exit Multiple: 8.5x (Reflecting a 0.5x higher Multiple Expansion than Entry)
  • Exit Enterprise Value:$161M × 8.5 =$1,369M
  • Exit Net Debt:$400M
  • Exit Equity Value:$1,369M – $400M =$969M

Step 5: Calculate IRR and MOIC

• Initial investment:$220 million (Year 0)
• Exit proceeds:$969M (Year 5)
• MOIC:$969 million / $220 million =4.4x
• IRR:[(969/220)^(1/5)] – 1 =34.5%

[Practical Application]
In the case described above, the IRR of 34.5% significantly exceeds the PE fund target of 22-25%, making it a highly attractive investment opportunity.
Meanwhile, deal teams at general (industrial) companies can utilize this LBO modeling to plan and apply post-acquisition value-add programs. This serves as a reference for evaluating both strategic investment and financial synergies. Additionally, debt financing structures can be considered.

3.3) LBO Returns Sensitivity: Deriving the Payable Price through IRR Back-Calculation

PE funds often pose the reverse question: "How much can we pay to achieve our target IRR of 25%?"
This is a classic application of the LBO model.

2-Way Sensitivity Table: Entry Multiple vs. Exit Multiple

Entry EV/EBITDA	Exit 7.5x	Exit 8.0x	Exit 8.5x	Exit 9.0x
7.0x	28.3%	31.7%	35.0%	38.2%
7.5x	24.9%	28.2%	31.4%	34.5%
8.0x	21.7%	24.9%	28.0%	31.0%
8.5x	18.7%	21.8%	24.8%	27.7%
9.0x	15.9%	18.9%	21.8%	24.6%

Interpretation

• To achieve a target IRR of 25%, the entry multiple must be no more than 7.5x when assuming an exit multiple of 8.0x.
• If confidence in the Exit Multiple is low (e.g., 7.5x), the Entry Multiple should be lowered to 7.0x or below.

Practical Implementation Plan

• Most PE funds do not assume multiple expansion in their base case (conservative approach).
• Test conducted to determine whether an IRR of 22% or higher can be achieved even under the assumption of an Entry Multiple = Exit Multiple.

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IV. Comparable Company Analysis: Relative Value Through the Market's Eyes

4.1) The Logical Basis of Comparable Analysis

Comparable Company Analysis (Comps or Trading Comps) is a methodfor estimating the relative value of a target company based on the market value of similar publicly traded companies. The fundamental premise is that "companies with similar business models, growth rates, and profitability trade at similar valuation multiples in the market."⁴

• Key Advantages
  • Immediately reflect the market perspective
  • No need for complex future predictions like DCF
  • Easily utilized as objective evidence during negotiations

• Key Limitations
  • Finding truly comparable companies is difficult (No two companies are identical)
  • Errors occur when the entire market is overvalued or undervalued.
  • Liquidity Discounts are typically applied (usually 20-30%) when valuing private companies.

4.2) Peer Group Selection: Scientific screening of 5–8 companies

The success of a comparable analysis hingeson selecting an appropriate peer group. Including too many companies (10 or more) reduces comparability, while including too few (3 or fewer) lowers statistical reliability. The optimal numberis 5 to 8.

Peer Group Selection Criteria (in order of priority):

1. Industry/Sector (산업):Same industry based on GICS or NAICS codes (highest priority)
2. Business Model:B2B vs. B2C, SaaS vs. License, Platform vs. Product
3. Size:Within ±50% of revenue or market capitalization
4. Geography:Identical or similar markets (U.S. vs. Europe vs. Asia)
5. Growth Profile:Revenue CAGR within ±5 percentage points
6. Profitability:EBITDA Margin within ±3 percentage points

Practical Case Study – FBL Financial Insurance Comparisons (2020):

Barclays distinguished two peer groups during the FBL Financial valuation:

Annuity Peers:ATH (Athene), AEL (American Equity Life)

• 2020E P/E: 5.4x (Median)
• Price-to-Book ratio (P/BV) excluding AOCI: 0.50x

Protection Peers:CNO, GL (Globe Life), PRI (Primerica)

• 2020E P/E: 11.7x (Median)
• P/BV ex. AOCI: 1.10x

Given that FBL's business portfolio is a mix of Annuity (41%) and Life (50%), applying the weighted average multiples of the two groups was reasonable.

4.3) Core Multiples: EV/EBITDA, P/E, EV/Revenue

1. EV/EBITDA (Most Common)

Enterprise Value / EBITDA

• Advantage:Eliminates differences in capital structure, enabling a comparison of pure operating value.
• Applicable to:Capital-intensive industries (manufacturing, infrastructure, etc.)
• 2026 Median by Sector (Estimated)⁵
  • Software/SaaS: 12-18x
  • Healthcare Services: 10-14x
  • Industrial Manufacturing: 8-12x
  • Traditional Retail: 6-9x

2. P/E Ratio (Price / Earnings)

Market Cap / Net Income

• Advantage:Direct reflection of profitability from the shareholder perspective
• Limitations:Does not reflect differences in debt levels; impact of non-cash expenses (depreciation)
• Application timing:NTM (Next Twelve Months) or Forward P/E (based on expected EPS 1-2 years ahead)

[Practical Experience: Focus Financial Case Study]
S and Goldman Sachs applied an NTM P/E range of 8.0-10.0x to derive an Equity Value per Share of $42.35-$64.85.
This closely matched the DCF results ($42.47-$65.13), confirming the cross-validation effect.

3. EV/Revenue (Revenue Multiple)

• Applicable to:High-growth companies, companies not yet profitable (startups, early-stage SaaS)
• Limitation:Does not reflect differences in profitability (Companies with a 5% margin and a 30% margin may be valued at the same multiple)

4.4) Performing a Comparable Analysis: A 7-Step Process

Step 1:Select 5-8 Peer Companies
Step 2:Calculate Market Cap, Net Debt, and Enterprise Value for each company
Step 3:Collect LTM (Last Twelve Months) and NTM Financial Metrics (Revenue, EBITDA, Net Income)
Step 4:Calculate Multiples for each Comparable (EV/EBITDA, P/E, etc.)
Step 5: Calculate the Mean and Median (consider removing outliers)
Step 6:Apply the Peer Median Multiple to the Target Company's Financial Metrics
Step 7:Qualitative Adjustment (reflect growth rates, margin differences, etc.)

Practical Example – Comparable Analysis of Software Companies

Company	EV ($B)	Revenue ($M)	EBITDA ($M)	EV/Revenue	EV/EBITDA
Peer A	5.2	450	120	11.6x	43.3x
Peer B	8.1	620	175	13.1x	46.3x
Peer C	3.8	310	85	12.3x	44.7x
Peer D	6.5	520	145	12.5x	44.8x
Median	–	–	–	12.4x	44.8x

• Target Company (LTM Revenue $380M, EBITDA $95M):
  • EV (Revenue basis):$380M × 12.4x =$4,712M
  • EV (EBITDA basis):$95M × 44.8x =$4,256M
  • Average EV: ($4,712M + $4,256M) / 2 = $4,484M
    • Here, convergence within ±20% of the analysis values for each methodology must be considered.

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V. Precedent Transaction Analysis: Actual Premiums in the M&A Market

5.1) The Unique Value of Transaction-Based Valuation

Precedent Transaction Analysis utilizesactual prices paid in past comparable M&A transactionsas benchmarks. The key difference from Trading Comps is that it reflects the Control Premium.

Control Premium:
The additional amount paid by an acquirer in an M&A transaction to secure management control, typically 20-40% above the open market share price.

Purpose of Use

• Determining the maximum price range a PE fund can pay when acquiring a target company
• Present objective evidence during negotiations, such as "This price was established in similar transactions."
• Indirectly estimating the synergy value of the Strategic Buyer

5.2) Criteria for Selecting Precedent Transactions

Timeframe:Transactions within the last 2-3 years (Transactions too old lose relevance due to changing market conditions)
Industry Similarity:Same GICS Sub-Industry preferred
Transaction Size:Within ±50% of the target company's size
Transaction Type:Distinction between Strategic Buyer and Financial Buyer (PE)
Transaction Structure:100% Acquisition vs. Majority Stake (Control Premium varies based on ownership percentage)

In practice, 5 to 10 transactions are selected, and the background of each transaction (competitive bidding vs. exclusive negotiation, friendly vs. hostile acquisition) is reviewed together.

5.3) Calculation and Application of Transaction Multiples

Key Performance Indicators

• Transaction EV / LTM EBITDA:Transaction EV based on the most recent 12-month EBITDA
• Premium to Unaffected Price:Premium relative to the stock price one day prior to the transaction announcement (%)
• Transaction EV / NTM Revenue:Based on projected revenue for the next 12 months at the time of transaction

Mindray Medical's Acquisition of Huitai Medical Case Study (2024)

• Transaction Value: CNY 6.65 billion
• Target Revenue (2023): CNY 1.65B
• Transaction EV/Revenue:6.65 / 1.65 =4.0x
• Premium:25% (Justification: Synergy effects and Mindray's strong financial capabilities)

5.4) Strategic vs. Financial Buyer: Premium Gap

• Strategic Buyer
  • Companies in the same/related industries
  • Synergy achievable (sales synergy, cost savings)
  • Generally paying a higher price(average premium of 30-40%)

• Financial Buyer (Private Equity Fund)
  • Pure Financial Return Target (IRR 22-25%)
  • Synergy is limited (primarily operational improvements)
  • Offering relatively low prices(average premium of 20-30%)

CD&R's acquisition proposal for Focus Financial ($50 per share) represented a 43% premium over the 90-day average share price, making it a notably aggressive offer for a financial buyer. This suggests CD&R highly valued Focus's platform and sustainable growth potential.

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VI. Scenario Analysis and Sensitivity Testing: Quantifying Uncertainty

6.1) Sensitivity Analysis

This technique measures the impact of a single variable change on valuation. The most common method is to use a 2-Way Sensitivity Table.

DCF 2-Way Sensitivity: WACC vs. Terminal Growth Rate

WACC / g	1.5%	2.0%	2.5%	3.0%	3.5%
8.5%	$2,850M	$3,050M	$3,280M	$3,550M	$3,890M
9.5%	$2,420M	$2,580M	$2,760M	$2,980M	$3,250M
10.5%	$2,080M	$2,210M	$2,360M	$2,540M	$2,750M
11.5%	$1,800M	$1,910M	$2,030M	$2,180M	$2,360M

• Interpretation (The most common method)
  • A 1 percentage point increase in WACC reduces valuation by approximately 15-20%.
  • A 0.5 percentage point increase in the terminal growth rate leads to an approximate 8-12% increase in valuation.
  • Base Case (WACC 9.5%, g 2.5%):$2,760M
  • Conservative Case (WACC 10.5%, g 2.0%):$2,210M
  • Optimistic Case (WACC 8.5%, growth rate 3.0%):$3,550 million

6.2) Scenario Analysis

Simulate extreme scenarios by changing multiple variables simultaneously.

Example of Scenario Analysis for Manufacturing Companies

Variable	Downside	Base	Upside
Sales CAGR (5 years)	3%	7%	12%
EBITDA Margin	18%	22%	26%
CapEx (% of Sales)	7%	5%	4%
Working Capital Days	80	65	55
Terminal Growth	1.5%	2.5%	3.5%
WACC	11.0%	9.5%	8.5%
Implied Enterprise Value	$1,620M	$2,420M	$3,450M
EV/EBITDA Multiple	7.4x	11.0x	15.7x
Occurrence probability	20%	55%	25%

• Probability-weighted enterprise value
  • 0.20 × $1,620M + 0.55 × $2,420M + 0.25 × $3,450M
    =$2,548M

This figure is approximately 5% higher than the simple Base Case ($2,420M), reflecting the asymmetric upside.

6.3) Possibility-Feasibility-Probability Verification Framework

The credibility of each scenario (verifying possibility, validity, and plausibility) is assessed in three stages. This process is highly critical and involves extensive discussion within the Deal team.

1. Possibility: Is it logically or physically feasible?

• Is a 30% CAGR achievable? → Considering past peak growth rates, market size, and competitive landscape
• Example: If the market itself grows by 10% annually, we must triple our market share from the current 5% to 15% to achieve 30% growth → Aggressive but Possible; requires securing some basis (logic or probability)

2. Plausibility: Is it reasonable when considering realistic constraints?

• Is it feasible to expand marketing expenses, production facilities, and personnel to achieve 30% sales growth?
• Example: Scenario achieving an EBITDA margin of 26% exceeds the industry benchmark (23%) → Low plausibility

3. Probability: What is the likelihood of occurrence based on past data?

• What percentage of companies have achieved that level of growth/margin over the past 10 years?
• Statistical Distribution Analysis: Under the assumption of a normal distribution, the range of Base Case ±1σ represents a 68% probability.

• Practical Application Method (Example)
  • Classify scenarios with only possibility and low plausibility as Upside Cases, assigning a probability of 15% or less.
  • Scenarios with a historically less than 5% probability are used solely for stress testing.

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VII. Integration of Valuation Results and Negotiation Strategy

7.1) Triangulation: Cross-validation of three methodologies

Practical Case Study – Comprehensive Valuation of a Mid-Sized Software Company

Methodology	Implied Expected Value ($M)	Weight	Weighted Expected Value
DCF (Base Case)	2,420	40%	968
Comparable (Median)	2,610	30%	783
Precedent Transaction	2,750	20%	550
LBO (22% IRR Reverse)	2,150	10%	215
Weighted Average EV	–	100%	$2,516M

Weighting Principle

• DCF: Highest weighting (40-50%), reflecting the target company's unique characteristics
• Comparable: Reflecting market perspective (25-35%)
• Precedent Transaction: M&A Market Premium Reference (15-25%)
• LBO: PE Buyer Perspective Approach (10-15%, increased if financial buyers are primary competitors)

Deriving the Valuation Range

• Low End:Weighted Average × 0.85 = $2,139M (LBO level)
• Mid Point:Weighted Average = $2,516M
• High End:Weighted Average × 1.15 = $2,893M (Precedent Transaction level)

7.2) Utilizing Valuation at the Negotiation Table

Initial Offer Strategy

From a PE fund perspective, the initial offer is typically positionedat the lower to middle end of the valuation range.
In the Focus Financial case, CD&R's initial verbal proposal was $45, and the final offer was $50, representing an approximately 11% increase.
This is a typical negotiation pattern.

Walk-Away Price Setting

In the LBO model, the maximum price achieving the Minimum IRR (e.g., 20%) is set as the Walk-Away Price.
An internal principle is pre-agreed with the Investment Committee that the deal is abandonedif this price is exceeded.

Closing the Valuation Gap (Representative Methods)

1. Earnout Structure:Additional payment upon future performance achievement
2. Equity Rollover:Seller reinvests a portion of their equity stake into the new company.
3. Deferred Payment:Payment of a portion of the amount due 2-3 years later (discounted present value)

7.3) Investment Committee Memo: Final Decision Document

Even when handling similar deal work, decision-making documents (reports) vary depending on the company and industry.
The valuation section submitted to a typical Investment Committee (IC) can reference the following structure.

1. Valuation Summary (1 page)

• Summary Table of Results by Methodology
• Recommended Offer Price and Basis

2. DCF Analysis (2-3 pages)

• Results by Base/Upside/Downside Scenario
• Detailed WACC Calculation (Beta, Risk Premium, etc.)
• Terminal Value Assumptions and Sensitivity Analysis

3. Comparable & Precedent Transactions (Pages 1-2)

• Basis for Peer Group Selection
• Multiple spread and outlier removal logic
• Control Premium Analysis

4. LBO Returns Analysis (1-2 pages)

• Multiple Entry/Exit
• Results by IRR and MOIC Scenario
• Debt Capacity and Repayment Schedule

5. Risk Factors & Mitigants (1 page)

• Valuation Risk Factors (Market Volatility, Intensifying Competition, etc.)
• Risk Mitigation Measures (Contract Terms, Post-Merger Integration Plan, etc.)

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Conclusion: Valuation is Science(financial modeling) and Art(market insight and negotiation strategy).

M&A valuation can be viewed as the harmonious blend of precise financial modeling (Science) and market insight and negotiation strategy (Art).
To organize the above points into a framework, the following core principles were emphasized.

1. Avoid reliance on a single valuation methodology. Perform DCF, Comparable, Precedent Transaction, and LBO analyses to cross-validate results.
If discrepancies exceeding 20% arise between methodologies, re-examine the underlying assumptions.

2. Essential Scenario Thinking
Base Case alone is insufficient.
Secure principal recovery potential even in downside scenarios, and quantify asymmetric upside gains.

3. Understanding Market Context
Reflects the current interest rate environment (Risk-Free Rate 3.73%), sector-specific valuation trends, and M&A market premium levels in real time as of 2026.

4. Diversity of Investor Perspectives
Financial Buyers (PE) target an IRR of 22-25%, while Strategic Buyers focus on synergy value.
The valuation ceiling varies depending on who the competing bidders are.

5. Honest Acknowledgment of Uncertainty
Valuation is an estimate, not a prediction.
Explicitly presenting the range of uncertainty through a Sensitivity Table and Scenario Analysis can enhance credibility.

The next "Part 3 Content" will cover the practical process of Due Diligence.
It will utilize past case studies to address items such as EBITDA adjustments identified in Financial DD, deal-breaker issues in Legal DD, and the feasibility of growth assumptions verified in Commercial DD.

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Endnotes

1. https://blog.tapbit.com/dcf-valuation-2026-complete-step-by-step-guide-excel-examples/ ↩︎
2. https://blog.tapbit.com/dcf-valuation-2026-complete-step-by-step-guide-excel-examples/ ↩︎
3. https://growthequityinterviewguide.com/private-equity/pe-vc-performance-metrics/moic
   https://www.abacum.ai/blog/lbo-model-fundamentals-a-comprehensive-guide ↩︎
4. https://cheqly.com/comparable-company-analysis/
   https://corporatefinanceinstitute.com/resources/valuation/comparable-company-analysis/
   https://www.financial-modeling.com/comparable-company-analysis/ ↩︎
5. https://cheqly.com/comparable-company-analysis/
   https://www.financial-modeling.com/comparable-company-analysis/ ↩︎