Selecting the Right Method for Your Asset
Valuation Methods — Lesson 8 of 10
Lessons 2 through 6 examined each valuation method in detail. This lesson synthesises that knowledge into a practical decision framework. The question every valuer, CFO, and transaction advisor faces is not "how does this method work?" but "which method should I use for this specific asset, in this specific context, with this specific data?"
The answer depends on three factors: the type of asset being valued, the data available to support the analysis, and the purpose of the valuation. Getting the method selection right is as important as executing the method correctly — a perfectly executed RFR on an asset better suited to MPEEM will produce a precise but misleading answer.
Method selection is a structured decision, not a preference. The asset type narrows the options, data availability determines feasibility, and the valuation purpose may impose regulatory requirements. Professional practice requires applying at least two methods as a cross-check. If two methods produce materially different results, the assumptions — not the methods — need investigation.
The Three Selection Criteria
Criterion 1: Asset Type
Different intangible assets have natural affinities with specific methods. This is the primary driver of method selection.
Primary Method Selection by Asset Type
| Asset Type | Primary Method | Why | Secondary Method |
|---|---|---|---|
| Brand / trade name | RFR | Royalty savings directly measurable; licensing data available | Market (brand rankings) |
| Customer relationships | MPEEM | Primary earnings driver; attrition can be modelled | DCF (if isolable revenue) |
| Patents | RFR | Licensing rates well-documented; royalty databases extensive | DCF |
| Proprietary technology | RFR or DCF | Depends on whether licensing data or direct cash flows are more available | W&W |
| Non-compete agreement | W&W | Value is defensive; requires scenario comparison | None — W&W is standard |
| Assembled workforce | Replacement cost | No direct cash flows; cost to recreate is estimable | None — cost is standard |
| Internal-use software | Replacement cost | No external revenue; reproduction cost is directly estimable | DCF (if cost savings quantifiable) |
| Domain name | Market | Active transaction market exists | RFR |
| In-process R&D | DCF or W&W | Cash flows depend on completion probability | Cost (as floor value) |
| Favourable contracts | DCF | Value is the difference between contract and market terms | W&W |
| Content library | Market or RFR | Licensing precedents exist for content categories | DCF |
| Franchise agreements | DCF | Cash flows are contractually defined | Market (if comparable franchises exist) |
Criterion 2: Data Availability
Even when a method is theoretically optimal, it may not be feasible if the required data is unavailable.
Data Requirements by Method
| Method | Essential Data | Nice-to-Have Data | Show-Stopper If Missing |
|---|---|---|---|
| RFR | Revenue projections, comparable royalty rates | Industry benchmarks, profit-split analysis | Royalty rate evidence — without it, the rate is unsupported |
| MPEEM | Total business cash flows, fair values of all contributory assets | Customer attrition data, detailed cost allocation | Contributory asset values — without them, charges cannot be calculated |
| W&W | "With" projections (business plan), credible "without" scenario | Probability weights, management input on counterfactual | Credible "without" scenario — if it cannot be constructed, W&W fails |
| DCF | Isolable cash flows for the specific asset | Growth projections, useful life estimate | Cash flow isolation — if flows cannot be separated, DCF is not applicable |
| Market | Comparable transaction data (prices, rates, terms) | Adjustment benchmarks, statistical sample size | Comparable data — without it, the market approach is not feasible |
| Cost | Detailed cost estimates (labour, materials, time) | Obsolescence adjustment data | Cost build-up — if the recreation process cannot be specified, cost approach fails |
A technology company is acquired and the valuer needs to value its proprietary software platform. RFR would be the preferred method, but no comparable software licensing agreements can be found because the software is highly specialised. The valuer shifts to DCF, using the platform's subscription revenue as the isolable cash flow stream. As a cross-check, the replacement cost method estimates what it would cost to rebuild the platform from scratch (18 months of developer time at current market rates). The two methods converge at $14-16 million, providing confidence in the result.
Criterion 3: Valuation Purpose
The purpose of the valuation may constrain or direct method selection.
Financial Reporting (PPA)
- IFRS 13 requires fair value measurement
- Income approach is preferred for most intangibles
- MPEEM is standard for the primary intangible
- RFR is standard for brands, technology, patents
- Cost approach only for assembled workforce
Transfer Pricing
- OECD guidelines emphasise comparable transactions
- Market approach is preferred when data exists
- Income approach (particularly profit split) is common
- Must demonstrate arm's-length pricing
- Method selection must be justified in documentation
Purpose-Based Method Guidance
| Purpose | Preferred Approach | Regulatory Framework | Key Consideration |
|---|---|---|---|
| Purchase price allocation | Income (MPEEM, RFR) | IFRS 3 / ASC 805 | Fair value from market participant perspective |
| Impairment testing | Income (DCF) | IAS 36 / ASC 350 | Value in use or fair value less costs to sell |
| Transfer pricing | Market or income | OECD Guidelines | Arm's-length standard |
| Litigation / damages | Income (lost profits DCF) | Varies by jurisdiction | Specific damages to the plaintiff |
| Tax (charitable donation) | Market or income | IRS / HMRC rules | Fair market value |
| Strategic planning | Any appropriate method | None | Value to the specific owner (investment value) |
| Insurance | Cost (replacement) | Policy terms | Cost to replace/recreate the asset |
The Decision Tree
The following sequence provides a structured path to method selection.
1. Identify the asset type
What specific intangible asset are you valuing? This immediately narrows the method options using the asset type table above.
2. Determine the valuation purpose
Is this for a PPA, transfer pricing, impairment, litigation, or strategic planning? The purpose may impose regulatory constraints on method selection.
3. Assess data availability
For each candidate method, check whether the essential data is available. Eliminate methods where critical data is missing and cannot be reasonably estimated.
4. Select the primary method
Choose the method best supported by the asset type, purpose, and available data. This will be the primary basis for the valuation conclusion.
5. Select a cross-check method
Choose a second method from a different approach (if primary is income, cross-check with market or cost). If the two methods produce results within 15-20%, the valuation is well-supported. If they diverge by more than 20%, investigate the assumptions.
6. Document the rationale
Record why the selected methods are appropriate, why alternatives were rejected, and how the cross-check supports the conclusion. This documentation is essential for audit, regulatory, and litigation purposes.
Method selection documentation is not administrative overhead — it is a substantive part of the valuation. A well-documented rationale for method selection protects the valuation conclusion under scrutiny by auditors, tax authorities, and opposing counsel.
The Cross-Check Imperative
No valuation should rely on a single method. Professional standards and best practice require at least one cross-check.
Cross-Check Combinations
| Primary Method | Recommended Cross-Check | What Convergence Tells You |
|---|---|---|
| RFR | Market approach (comparable licensing) | Royalty rate is market-consistent |
| RFR | DCF (direct cash flow) | Royalty savings approximate direct value |
| MPEEM | Enterprise value less other assets | Residual value is consistent with total |
| W&W | DCF or RFR | Incremental value aligns with direct value |
| DCF | RFR or market | Cash flow projections are consistent with market evidence |
| Cost | DCF (if feasible) | Replacement cost is consistent with economic value |
When Methods Disagree
Divergence between methods is not a failure — it is information. If RFR produces $40 million and DCF produces $55 million, the difference reveals something about the assumptions. Perhaps the royalty rate is conservative relative to the asset's actual cash generation. Perhaps the DCF projections are optimistic. Perhaps the asset is more valuable to the current owner (DCF captures this) than it would be to a market participant (RFR captures this). Investigating divergence deepens understanding. Ignoring it undermines credibility.
What Comes Next
In Lesson 9: Five Worked Examples, we apply the decision framework to five different asset types — patent portfolio (RFR), customer relationships (MPEEM), technology (W&W), brand (RFR + market), and assembled workforce (cost) — with complete calculations for each.
Tony Hillier is an advisor to Opagio with over 30 years of experience in structured finance, valuation, and due diligence across private equity and corporate transactions. Meet the team.