Intangible-Adjusted Value Analysis
Rebuild financial statements before judging whether an asset-light company is cheap
- Difficulty
- Expert
- Time to result
- ~months to results
- Steps
- 6
- Confidence
- 99%
Traditional price-to-book analysis fails when accounting expenses investments that create long-lived intangible assets and when repurchases mechanically erode reported book equity. Start by identifying expenditures—such as qualifying research and development—that behave economically like investment. Reconstruct historical statements by capitalizing those outlays, assigning useful lives, and replacing immediate expense recognition with appropriate amortization. Then adjust book-value interpretation for stock repurchases made above book value, which can create negative reported equity even in a solvent, profitable company. Use the rebuilt income statement and balance sheet to calculate a more economically meaningful starting valuation. For individual securities, continue into a discounted cash-flow analysis because capitalization cannot determine whether a particular patent, process, or brand will generate valuable future cash flows. The framework improves comparability without assuming that every intangible investment succeeds.
Origin
Ben Inker explained GMO's reconstruction of 50 years of company accounts on Masters in Business.
Core principles
- 01Accounting classifications can diverge from economic reality
- 02Research and similar spending may create enduring assets
- 03Buybacks above book value can make reported book equity misleading
- 04Comparable valuation requires consistent historical reclassification
- 05Adjusted accounts are a starting point, not a substitute for forecasting cash flows
How to run it
- 1
Locate hidden investment
Review R&D and similar operating expenditures to identify spending that is intended to create benefits across multiple periods.
Pro tip Apply a documented classification rule consistently across companies and years.
Watch out Do not capitalize every expense merely because it supports growth.
- 2
Set capitalization assumptions
Assign useful lives, amortization schedules, and any decay or failure assumptions to each class of intangible investment.
Pro tip Use industry-specific evidence and test several useful lives.
Watch out Overly long useful lives inflate both adjusted assets and profits.
- 3
Rebuild historical accounts
Add qualifying unamortized investment to the balance sheet and replace the original expense with calculated amortization in the income statement.
Pro tip Reconstruct enough history to capture the surviving vintages of intangible investment.
Watch out Applying the adjustment only to the latest year creates inconsistent comparisons.
- 4
Correct buyback distortions
Examine how repurchases above book value reduced reported equity and avoid treating resulting low or negative book value as automatic distress.
Pro tip Reconcile repurchases, retained earnings, and share-count changes.
Watch out Negative reported book value can still signal genuine weakness, so investigate rather than automatically reversing it.
- 5
Recalculate valuation
Compute adjusted book value, earnings, profitability, and valuation multiples from the reconstructed statements.
Pro tip Compare both reported and adjusted figures to reveal how much the accounting treatment changes the conclusion.
Watch out Adjusted ratios remain sensitive to capitalization assumptions.
- 6
Forecast economic cash flows
Build a discounted cash-flow model that tests whether the company's intangible assets can actually produce sustainable cash flows and returns on capital.
Pro tip Separate the stock of past intangible investment from the returns expected on future spending.
Watch out Capitalizing an expenditure does not prove that it created a valuable asset.
In the wild
A software company looks expensive on reported earnings and has little book equity because years of product development were expensed immediately. The analyst capitalizes qualifying development spending over defensible useful lives, rebuilds historical earnings, and then forecasts whether the resulting products can sustain cash flows. Adjusted accounts show a less extreme valuation, but the DCF still applies conservative failure and competition assumptions.
→ The company is compared with traditional businesses on a more economically consistent basis without treating all R&D as valuable.
A quantitative screen flags a solvent company as anomalous because repurchases above book value have pushed reported equity below zero. Instead of treating the negative figure as evidence of imminent bankruptcy, the analyst examines cash generation, repurchase history, liabilities, and forward cash flows. Price-to-book is removed as the decisive signal.
→ A mechanical accounting distortion no longer drives an erroneous valuation classification.
Common mistakes
Capitalizing every intangible expense
Some research, advertising, and organizational spending produces no durable asset, so indiscriminate capitalization overstates economic value.
Stopping at adjusted book value
Reconstructed accounts improve the starting data but cannot determine whether specific intellectual property will generate future cash flows.
Ignoring historical consistency
Adjusting only the current period mismatches today's assets with past expenses and makes cross-company comparisons unreliable.
Is it for you?
Best for
It is best for analysts comparing companies with substantial R&D, intellectual property, brands, processes, or other internally developed assets.
Not ideal for
It is not ideal when disclosures are too sparse to estimate intangible investment or when a simple liquidation value is the primary objective.
From the transcript
“Price the book is a profoundly flawed measure at this point.”
“you have to go back through time and reclassify those expenditures which should have been understood as investment and start putting them on the balance…”
“we have rebuilt the income statement and balance sheet for every company in our database”
From the episode
Ben Inker on Value and Asset Allocation (Podcast)
Ben Inker