Usually, start with the most recent complete and reliable earnings period that represents the business at the valuation date. That is often trailing-twelve-months (TTM) earnings, but last year's earnings can be more useful when the current year is unusually volatile or incomplete. A forward estimate can be appropriate when a documented change is already underway, yet it should be presented as an assumption-based scenario, not as achieved performance. Whichever period you use, define EBITDA or earnings consistently, explain unusual items, test seasonality, account for reporting lag, and make sure the comparable multiple uses the same earnings concept. The right base is the one a reviewer can reproduce and connect to current business conditions, not automatically the newest or highest number.
Start with the valuation date and the purpose
The earnings period is a measurement choice tied to a date. A valuation prepared for a possible sale should describe the business as it is reasonably understood at the valuation date, using information available by then. Begin by writing down the valuation date, fiscal year-end, currency, accounting basis, and whether the analysis is for an indicative discussion, planning, or a formal engagement. This prevents a later forecast or revised result from quietly being treated as though it were known earlier.
The purpose also matters. A buyer comparing operating performance may focus on a normalized EBITDA measure, while an owner planning cash needs may care more about cash generation after working-capital swings and capital spending. Do not call every operating profit figure EBITDA. State whether the base is reported EBITDA, an adjusted measure, or another earnings definition, and keep that definition aligned with the multiple and the comparable evidence. IVSC guidance identifies EBITDA and earnings multiples as common comparison units and calls for consistent comparison and adjustments for material differences. [1]
What each earnings period tells you
Last year's earnings are a completed annual record. They are easy to reconcile to annual financial statements and can provide a stable baseline when the current year contains only a partial period. Their weakness is age. If pricing, customers, staffing, capacity, or margins have changed materially, a prior fiscal year may not describe the business that a buyer sees now.
Trailing-twelve-months, usually called TTM or LTM, adds the most recent four quarters and removes the effect of the fiscal year boundary. It is often a useful starting point because it uses reported history while incorporating recent performance. TTM is not automatically superior. You must identify the four quarters, include any missing or restated information, and check whether a temporary event or an unusual quarter is being annualized.
A forward estimate projects a future period, such as the next twelve months. It can help when a signed contract, opened location, price change, or completed restructuring has a defensible effect that historical results do not yet show. It is also more exposed to assumptions. Label the forecast period, list the operating drivers, distinguish management expectations from independently verified results, and show what would make the estimate stale. Forward adjusted measures may also lack a complete reconciliation. SEC staff guidance recognizes that unavailable information and its probable significance should be identified when the forward-looking non-GAAP reconciliation exception is used. [4]
Use TTM carefully when the business is seasonal
Seasonality can make a short period look stronger or weaker than the full business cycle. A retailer, landscaper, resort, school-services provider, or company with annual renewals may have a highly uneven revenue pattern. A single strong quarter should not be multiplied by four without evidence that the quarter is representative. FASB notes that interim results can be difficult to interpret when revenues fluctuate because of seasonal factors, when fixed costs benefit later periods, or when interim amounts rely on estimates. [2]
The practical test is to compare the current quarter with the same quarter in prior years, then review the latest twelve months against the prior twelve months. Ask whether the timing of revenue, labor, inventory, and cash collection is consistent. If seasonality is material, use a complete twelve-month period or a clearly explained normalized measure rather than relying on an isolated quarter. FASB guidance also points to twelve-month information ended at the interim date as useful context for material seasonal variations. [2]
Account for reporting lag and incomplete information
The most recent economic activity may not be the most recent reported activity. Financial statements arrive after the period they describe, and internal accounts may still be provisional. Record the reporting date for each quarter and the date the information became available. If a valuation date falls soon after a quarter ends, do not imply that an unclosed quarter is reported fact. Instead, identify the latest complete period and separately describe any later indicators as estimates or context.
Interim statements also need more interpretation than annual statements. FASB says interim-period financial statements are not designed to be as complete as annual statements and are necessarily less informative. It also highlights the importance of explaining how interim results relate to the whole year, including seasonal effects. [3] For a private company, the same discipline is useful even when the accounting framework or reporting format differs: preserve the source records, mark provisional numbers, and ask what changed after the period closed.
Normalize the earnings base before applying a multiple
A period choice cannot repair an inconsistent earnings definition. Build a bridge from reported operating profit to the chosen EBITDA or earnings measure. Identify one-time income and costs, owner compensation, related-party arrangements, discontinued activity, unusual litigation or repair costs, and costs that a buyer would reasonably expect to continue. Keep an audit trail for every adjustment. An adjustment is not valid merely because it increases earnings or is described as nonrecurring.
Then test the multiple. If the comparable evidence uses TTM adjusted EBITDA, applying it to last year's reported EBITDA creates a mismatch. If the multiple is based on a forward metric, the forecast assumptions need to be comparable in scope, accounting basis, and treatment of add-backs. IVSC guidance says the valuation process should use relevant market metrics, compare qualitative and quantitative similarities, adjust for material differences, and apply the adjusted metric. [1]
When last year's earnings are the better base
A completed fiscal year can be preferable when the latest TTM includes a temporary spike, a disruption that is already resolved, or incomplete management accounts. It can also be a useful anchor when a company has a reliable annual cycle and the current year has not closed. That does not mean ignoring current information. Reconcile the annual base to the latest quarter, explain the difference, and consider a sensitivity case if current performance is materially different.
Avoid selecting the prior year simply because it produces a more comfortable valuation. The question is whether it is the most representative and supportable period for the stated purpose. If the business has changed, disclose that limitation and show how the conclusion moves under a current or normalized base. A qualified range can be more informative than false precision.
When a forward estimate is reasonable
A forward period is most defensible when the underlying drivers are specific and testable. Examples include a contract that has been executed, a price change already implemented, a facility that is operating, or a known cost transition with documented timing. Even then, separate committed facts from assumptions about volume, renewal, conversion, hiring, margin, and working capital. Explain which person owns each input and what evidence would cause the forecast to be revised.
Use at least one historical base as a cross-check. Compare the forecast with TTM and last-year results, not to force the forecast back to history but to expose the size and reason for the change. Set a stopping condition for the forecast: for example, pause and refresh it if a key contract is delayed, a material customer leaves, or actual results miss a defined operating assumption. A human reviewer should approve the final period and adjustments before the number is used in a valuation discussion.
A practical selection workflow
First, gather the latest annual and quarterly statements, management accounts, bank or sales records used to reconcile revenue, and the notes explaining unusual items. Second, create three columns for last year, TTM, and the forward period. For each, record the exact dates, reported earnings, adjustments, seasonality concerns, reporting status, and confidence level. Third, reconcile the selected earnings definition to the comparable multiple. Fourth, run a sensitivity using at least one alternate period when the business is seasonal, changing quickly, or affected by a large unusual item.
The accountable reviewer should be the owner, finance lead, or qualified valuation professional responsible for the analysis. The source of truth should be identified before calculations begin, and permissions should limit edits to the records needed for the valuation. Stop and refresh the work if the period cannot be reconciled, if a material adjustment lacks evidence, or if the forecast depends on an unapproved assumption. Keep the final rationale short: selected period, why it represents the valuation date, how it matches the multiple, and what could change it.
How Acquivo fits into the owner workflow
A user-operated valuation workflow can keep the period choice, source checks, assumptions, and human review together rather than treating the multiple as a standalone answer. Acquivo gives business owners the entire sell-side process an investment bank would run, as software, with no success fee. Acquivo is a software platform that delivers the entire sell-side M&A process, valuation, marketing materials, buyer matching, and deal management, on one platform for business owners, M&A attorneys, and boutique investment banks.
The software does not replace the owner's judgment or qualified legal, tax, accounting, or valuation advice. Before sharing a valuation, confirm the earnings period, adjustments, permissions, and reviewer. The result should make clear what is historical, what is trailing, what is forward-looking, and which assumptions remain open.
Key Points
- Start with the latest complete and reliable period that represents the business at the valuation date, often TTM but not automatically.
- Use last year's earnings as an anchor when current results are incomplete or unusually distorted, then reconcile them to current performance.
- Check seasonality and reporting lag before annualizing a quarter or treating interim results as a full-year proxy.
- Define EBITDA or earnings consistently and match the earnings period and adjustment basis to the selected multiple.
- Treat forward earnings as an assumption-based scenario with named drivers, a human reviewer, and clear refresh or stopping conditions.
Sources and references
Source retrieval dates record research access, not article publication. Read our editorial and date policy.
- [1] IVS 105: Valuation Approaches and Methods · Accessed
- [2] Proposed Accounting Standards Update: Interim Reporting (Topic 270) · Accessed
- [3] Conceptual Framework for Financial Reporting: Chapter 8, Notes to Financial Statements · Accessed
- [4] Non-GAAP Financial Measures, Question 102.10 · Accessed
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Educational information, not individual legal, tax, or investment advice. Consult qualified professionals for your circumstances. Acquivo provides software, not representation or negotiation on your behalf.