Key takeaways
- Commission a sell-side QoE 3–6 months before a process begins, not after you receive the buyer's version. Findings addressed on your timeline don't create retrade leverage; findings surfaced mid-process do.
- Every dollar challenged in a QoE is multiplied by the transaction multiple. A $60K compensation normalization difference at 6x is a $360K enterprise value reduction.
- Owner compensation normalization, personal expenses, and non-recurring revenue are the three most common findings, all are addressable with documentation before the process starts.
- Sell-side QoE reports typically surface EBITDA reductions of 10–25% from the seller's stated figure. Buyers use this gap to justify price reductions or retrade the purchase price at closing.
- A defensible, pre-prepared addback bridge is the most direct way to reduce QoE retrading risk. In one case in this post, preparation prevented a $2M+ retrade from becoming real.
In this article
- Transaction impact
- What a quality of earnings report actually evaluates
- How buyers use QoE findings in the middle market
- Sell-side QoE: the case for commissioning your own report
- Common QoE findings in founder-owned businesses
- How to prepare for quality of earnings scrutiny
- How QoE adjustments flow through to enterprise value
- The 12 most common QoE findings in founder-owned businesses
- Sell-side vs. buy-side QoE: what each is designed to find
- How to prepare for a sell-side QoE: a 60-day checklist
- Sell-side QoE decision framework: when to commission your own report
- QoE scope negotiation: what to include, what to exclude, and when to expand
- Upward normalizations: QoE adjustments that increase EBITDA
- Common mistakes founders make before and during a QoE
How to use this before a process
Sell-side QoE reports typically surface EBITDA adjustments of 10–25% from the seller's stated figure, buyers use this gap to justify multiple reductions or to retrade the purchase price at closing.
Sellers who commission a sell-side QoE before a formal process begin experience materially fewer retrading events than those who encounter QoE findings for the first time during buyer diligence.
The three most common QoE findings in founder-owned businesses are: owner compensation above or below market, personal expenses run through the business, and non-recurring revenue events that inflate the most recent operating period.
In most middle market transactions, the quality of earnings report, commonly called a QoE or QofE, is the document that determines whether a buyer's valuation holds or gets revised downward. It is commissioned by the buyer's accounting team, typically during formal diligence, and its conclusions directly affect the adjusted EBITDA figure that the transaction multiple is applied to.
Readiness Snapshot
What buyers will ask
Can management prove the claim with source documents?; Does the data room reconcile to the CIM and financial model?; Who owns the answer when buyer advisors ask for backup?
What to prepare
Data room index tied to each buyer claim.; Source schedules for EBITDA, revenue, customers, contracts, and KPIs.; Owner list for every diligence workstream.
The instinct for founders is to assume the accountant's numbers will hold up. Founders who have managed profitable businesses for 15 years feel they know their EBITDA, and that a third-party review is a formality. That assumption is what makes QoE findings so expensive, and they arrive in the middle of a live process, when there's no time to fix what they surface.
Most founders encounter their first QoE during a live process, when there is limited time to address what the report surfaces. That timing disadvantage is entirely avoidable. Founders who understand what a quality of earnings report evaluates, and prepare for that scrutiny 12 to 18 months in advance, consistently experience fewer retrading events, shorter diligence cycles, and better preservation of the valuation established at letter of intent.
Quality of Earnings Process
Transaction impact
A quality of earnings review changes a transaction because it converts seller narrative into buyer-underwritable EBITDA. The issue is rarely whether the business is good. The issue is whether the earnings base used for valuation is durable, documented, and calculated in a way the buyer can defend to its investment committee and lenders.
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The seller advantage comes from surfacing these issues before the buyer does. A finding discovered by the seller can be explained, fixed, or framed. A finding discovered by the buyer becomes leverage.
What a quality of earnings report actually evaluates
A quality of earnings report is a financial analysis conducted by the buyer's accounting or advisory team to independently assess whether the EBITDA a seller is presenting accurately reflects the business's recurring, sustainable earnings power. It is not an audit. It does not verify every account balance or test every internal control. It focuses specifically on the quality and reliability of the earnings figure the seller is asking the buyer to underwrite.
The analysis typically covers four categories. First, EBITDA adjustments and addbacks: are the non-recurring items the seller has added back to EBITDA genuinely non-recurring, properly documented, and consistent with how comparable businesses present similar items? Second, revenue quality: is the revenue base recurring, diversified, contractually supported, and generated from sustainable business activity? Third, working capital normalization: what level of working capital is required for normal business operations, and does the current balance reflect a normalized or managed position? Fourth, accounting policy and consistency: has the business applied accounting policies consistently across the periods under review, and do any policy choices inflate the earnings presented?
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Run an AI readiness scan →How buyers use QoE findings in the middle market
In the middle market, quality of earnings findings are the primary mechanism through which buyers adjust, and frequently reduce, the effective purchase price from what was agreed at letter of intent. When a QoE reveals that material addbacks are not supportable, that revenue quality is lower than represented, or that working capital has been managed to appear more favorable than normal operations would produce, buyers use these findings to justify price reductions, increased escrow holdbacks, or expanded <a href="/insights/earnouts-ma-why-founders-dont-get-paid" class="subtle-link">earnout</a> exposure.
QoE findings, delivered deep into a process, create negotiating pressure at precisely the moment the seller has the least flexibility to respond to them.
Preparation before the process begins is the only moment when that leverage equation can be changed.
The leverage dynamic shifts significantly once a seller is in a live process. The seller has already incurred legal, banking, and management time costs. Buyer alternatives are not immediately available. The QoE findings, delivered deep into the process, create negotiating pressure that was not present at the beginning. Sellers who have not prepared for this scrutiny in advance negotiate from a weaker position than those who have.
Sell-side QoE: the case for commissioning your own report
A sell-side quality of earnings report, commissioned by the seller before a formal process begins, is one of the most effective pre-process investments a founder-owned business can make. The sell-side QoE is conducted by an independent accounting firm engaged by the seller, covering the same analytical categories a buy-side report would address, and producing findings that the seller controls and can address before buyers see them.
The strategic advantages are concrete. First, it surfaces the issues that a buy-side QoE would find, giving management time to address, document, or contextualize them rather than responding to them under diligence pressure. Second, it produces a credible, independently prepared <a href="/insights/ebitda-bridge-analysis-guide" class="subtle-link">EBITDA bridge</a> that management can distribute to buyers, reducing the uncertainty that drives conservative buyer adjustments. Third, it signals process sophistication: sellers who arrive at a process with a sell-side QoE already complete tend to be treated as more credible counterparties by both buyers and their financial advisors.
A $16M specialty staffing company commissioned a sell-side QoE six months before engaging a banker.
The QoE found $340K in owner compensation addbacks that the owner's accountant had normalized to a $95K replacement salary, a figure the QoE firm flagged as below market for a functional equivalent role. The company adjusted the normalization to $155K, reducing the addback by $60K.
Separately, the QoE identified $190K of recurring legal costs the seller had characterized as one-time; they were reclassified. Net impact: adjusted EBITDA moved from the seller's stated $2.9M to $2.6M. That $300K reduction, at the 5.8x multiple the banker ultimately achieved, represented $1.74M in theoretical lost value. But because the seller addressed the compensation documentation before buyers arrived, the buy-side QoE held the agreed EBITDA without further adjustment. No retrade.
Common QoE findings in founder-owned businesses
The most frequent quality of earnings findings in founder-owned middle market businesses fall into five categories. Owner compensation normalization, where founder pay is substantially above or below market, requires a documented, defensible adjustment that buyers will scrutinize for consistency. Personal expenses run through the business that reduce reported EBITDA below true run-rate earnings require clear categorization and policy documentation. Non-recurring revenue events, such as catch-up billings, one-time project revenues, or unusual customer prepayments, require clear segmentation from recurring operating results.
Working capital management is a fourth common area: businesses that have accelerated collections or deferred payables in the period before a process may show a working capital position that buyers will normalize downward. Finally, revenue recognition policy consistency, particularly for businesses with long-term contracts, percentage-of-completion accounting, or subscription models, is scrutinized for any changes in methodology or timing that would affect the comparability of results across the historical period.
A $14M specialty distribution business received a buy-side QoE that identified $280K of owner compensation addbacks using a $120K market replacement rate.
The seller's accountant had used $80K. The $40K difference, multiplied by 6.2x, was a $248K reduction in enterprise value.
A sell-side QoE conducted four months earlier had flagged the same issue and allowed the seller to update the normalization with market data before buyers arrived. The buy-side QoE accepted the revised figure without adjustment.
How to prepare for quality of earnings scrutiny
Preparation for a quality of earnings review begins with the same discipline that improves every aspect of <a href="/insights/transaction-readiness-checklist-founder-owned" class="subtle-link">transaction readiness</a>: consistent management reporting applied across the full historical period that buyers will evaluate. A business whose monthly management packages have used the same format, the same EBITDA definition, and the same addback treatment for 24 to 36 consecutive months presents a fundamentally different QoE target than one where the reporting has shifted annually. See the EBITDA quality guide for a detailed breakdown of what buyers evaluate in the earnings bridge.
Three specific preparation actions reduce QoE risk most directly. First, document every addback applied to reported EBITDA with a consistent, written policy that specifies the nature of the item, the basis for exclusion, and the supporting evidence, before a buyer asks for it. Second, review the historical revenue base for items that will be characterized as non-recurring and prepare a clear, data-supported explanation of why they should not be extrapolated. Third, establish a working capital baseline from 12 to 24 months of normalized operating history, so that the working capital target in the definitive agreement reflects actual business requirements rather than a managed pre-closing position.
How QoE adjustments flow through to enterprise value
The mechanical relationship between a QoE finding and enterprise value is straightforward but consistently underestimated by founders until they experience it. Every dollar the QoE adjusts from the seller's stated EBITDA is multiplied by the transaction multiple to calculate the change in enterprise value.
A $200,000 addback challenge at a 6x multiple is a $1.2M reduction in enterprise value. At 7x, the same challenge costs $1.4M. The multiple amplifies every QoE finding — for better and worse.
Consider a business selling at a 6x EBITDA multiple where the seller presented $4.0M of adjusted EBITDA. The buyer's QoE team challenges three addbacks: $80K of personal vehicle expenses the seller treated as business-necessary but the QoE characterizes as owner benefit; $75K of a one-time legal settlement the seller treated as non-recurring but the QoE flags as potentially recurring given the nature of the dispute; and $45K of a marketing expense the seller classified as non-recurring that the QoE team finds insufficient documentation to support. Total challenged addbacks: $200K. Impact on adjusted EBITDA: $4.0M becomes $3.8M. At 6x, enterprise value falls from $24.0M to $22.8M — a $1.2M reduction from a combined $200K of challenged adjustments.
$200K
QoE addback challenge
$1.2M
Enterprise value reduction at 6x
$1.4M
Enterprise value reduction at 7x
61%
Transactions with at least one post-LOI QoE finding (SRS Acquiom 2025)
The leverage runs both ways. A seller who documents and defends a $200K addback the buyer's team initially challenges — and wins that argument — preserves $1.2M of enterprise value. Addback documentation quality is not administrative work. It is direct value creation.
The 12 most common QoE findings in founder-owned businesses
Quality of earnings findings in founder-owned businesses cluster around a predictable set of categories. Understanding them in advance allows management to address them proactively rather than reactively.
Sell-side vs. buy-side QoE: what each is designed to find
A sell-side QoE and a buy-side QoE cover similar analytical territory but are designed with fundamentally different objectives. Understanding both structures helps founders anticipate what the buy-side report will prioritize and prepare accordingly.
The practical implication: a sell-side QoE does not replace the buy-side report — most PE buyers will commission their own regardless. What it does is ensure that when the buy-side report lands, it finds a business whose addbacks are documented, whose revenue is categorized, and whose WC baseline is established. That preparation is what prevents QoE findings from becoming retrade events.
A $22M revenue business at a 6.5x EBITDA multiple was agreed at LOI.
The seller had commissioned a sell-side QoE four months prior that identified and addressed $310K of personal expense addbacks by improving documentation.
The buy-side QoE team, upon reviewing the same items, accepted the addback treatment because the supporting documentation was complete. The buy-side QoE identified only $65K of incremental adjustments the sell-side had missed — a $422K reduction in enterprise value versus the $2M+ retrade risk the founder had faced without preparation.
How to prepare for a sell-side QoE: a 60-day checklist
60-Day Sell-Side QoE Preparation Checklist
Days 1-7: Engage the firm
Select an accounting firm with middle-market M&A QoE experience. Agree on scope: EBITDA quality, revenue quality, WC normalization, and accounting consistency. Establish the historical period (typically 36 months).
Days 5-14: Assemble financial data
Pull monthly P&L, balance sheets, and trial balances for the full 36-month period. Ensure consistent account coding across periods. Flag any restatements or reclassifications.
Days 10-21: Build the addback schedule
List every adjustment applied to arrive at adjusted EBITDA. For each: identify the category, the dollar amount in each period, the business rationale, and the supporting documentation (invoices, payroll records, contracts).
Days 14-28: Revenue categorization
Classify every revenue line as recurring contract, recurring relationship, or transactional. Identify non-recurring items (one-time projects, catch-up billings, insurance proceeds). Prepare a revenue bridge for the most recent 12 months.
Days 21-35: Working capital analysis
Calculate monthly WC for the last 24 months. Identify seasonal patterns. Establish an ordinary-course baseline. Identify any pre-close management of AR, AP, or inventory.
Days 28-42: Related-party and management review
Document all related-party transactions: rent, management fees, intercompany services. Obtain market comparables for any above- or below-market arrangements. Review owner compensation against market data.
Days 35-50: QoE firm fieldwork
Provide the QoE firm full access to accounting records, management accounts, and the addback schedule. Respond promptly to information requests. Schedule management interviews early.
Days 50-60: Address findings
Review preliminary findings. For challenged addbacks: improve documentation if possible, or accept the adjustment and update the EBITDA bridge. Finalize the sell-side QoE report for distribution to buyers.
The 60-day timeline is aggressive but achievable for most founder-owned businesses with organized financials. Businesses with complex revenue recognition, multiple entities, or historical reporting inconsistency may require 90 to 120 days.
Sell-side QoE decision framework: when to commission your own report
The decision to commission a sell-side quality of earnings report is straightforward for most lower-middle-market founders once the economics are modeled. The question is not whether the findings will exist, and they will, the question is whether you want to find them on your timeline or the buyer's timeline.
The practical decision framework: if you expect to run a formal process within 6 to 12 months and your EBITDA is above $5M, commission a sell-side QoE. Below $5M EBITDA, a lighter-touch financial readiness review conducted by your advisor or an accounting firm may be sufficient, at materially lower cost, but a sell-side QoE is still worth modeling. The cost of a sell-side QoE is $40K–$120K depending on business complexity, scope, and the firm engaged. That cost should be compared against the cost of a retrade event at the buyer's QoE stage, which averages $500K–$1.5M in enterprise value lost in LMM transactions where QoE findings were not addressed before the process.
Sell-side QoE decision framework
The buyer dynamic change is one of the most underappreciated benefits. When a seller provides a sell-side QoE to qualified buyers at the time of management presentations, buy-side QoE firms narrow their independent scope to items not addressed in the sell-side report. This compresses diligence timelines, reduces management bandwidth consumption, and often accelerates LOI to close by 3 to 6 weeks, a meaningful benefit given the performance risk of an extended exclusivity period.
A sell-side QoE does not replace the buy-side report. PE buyers and their lenders will conduct their own independent analysis regardless. What the sell-side report does is pre-empt the most expensive findings, produce a credible EBITDA bridge that reduces the uncertainty buyers price into conservative offers, and signal process sophistication that translates to fewer aggressive post-LOI positions.
QoE scope negotiation: what to include, what to exclude, and when to expand
Sell-side QoE scope is negotiated between the seller and the accounting firm before the engagement begins. The default scope for a lower-middle-market sell-side QoE typically covers EBITDA quality and addback defensibility, revenue quality and categorization, working capital normalization, and accounting policy consistency over the historical period. These four categories address the majority of buy-side findings in most businesses.
Net working capital analysis is the element sellers most often try to narrow or exclude from scope, and the one they should not. Working capital adjustments at closing are one of the largest single sources of value leakage between LOI and close. The sell-side QoE's working capital analysis produces the normalized working capital baseline that anchors the peg negotiation at LOI stage. Without it, the seller negotiates the peg without a defensible number, and buyers push for higher pegs that produce lower net proceeds.
QoE scope decisions: what to include vs. exclude
Expanding scope to include backlog analysis is most relevant for businesses where revenue is project-based or contract-driven, construction services, technology services, staffing, or manufacturing with long-term supply agreements. Backlog provides forward visibility that buyers value heavily, and a sell-side QoE that documents and validates backlog quality gives management a credible basis for asserting future revenue quality in the CIM and management presentations.
<a href="/insights/customer-concentration-problem-transaction-risk" class="subtle-link">Customer concentration</a> scope expansion is relevant when a single customer exceeds 25–30% of revenue. Buyers will perform concentration analysis in their own diligence, and the findings are used to negotiate escrow, earnout structure, or lower multiples. A sell-side QoE that addresses concentration proactively, documenting contract terms, renewal status, and management's customer relationship ownership, gives sellers a stronger position to defend the quality of concentrated revenue before the buyer weaponizes the same data.
Upward normalizations: QoE adjustments that increase EBITDA
QoE analysis is discussed almost exclusively as a threat, an exercise that reduces EBITDA and lowers purchase price. But QoE firms find positive normalizations too, items where the company's reported EBITDA understates its true earnings power. Sellers who commission a sell-side QoE and surface these adjustments proactively recapture value that would otherwise remain invisible.
The most common upward normalizations in founder-owned businesses: below-market owner compensation (a founder paying themselves $120K in a role that costs $250K at market is generating $130K of underreported economic EBITDA), undermarket rent on owner-occupied property (the company leases space from the founder at below-market rates; normalizing to market rent increases EBITDA for the company as a standalone), and one-time costs that legitimately should not recur (a business that incurred $180K of litigation defense costs in the prior year that is now fully resolved has a valid upward normalization for that expense).
The most powerful upward normalizations are those that are factually clean and buyer-credible. Below-market owner comp is the highest-reliability positive adjustment: it is documented, benchmarkable, and buyer QoE teams accept it routinely. One-time cost addbacks require more documentation and carry more buyer scrutiny because sellers have historically abused them. Going into diligence with a sell-side QoE that already includes upward normalizations forces the buyer to engage with those adjustments as established positions rather than debating their validity under time pressure.
Common mistakes founders make before and during a QoE
For founders who have run lean, profitable businesses for a decade, it's reasonable to trust that the accountant's numbers will hold up. A conservative operator has good reason to feel the QoE is a formality. That assumption is often the most expensive one in a transaction. A $300K challenge at 6x is $1.8M in enterprise value, gone after a meeting the founder assumed was routine.
Frequently asked questions
What is a quality of earnings report in M&A?
A quality of earnings (QoE) report is a financial analysis conducted by the buyer's accounting team to independently assess whether the EBITDA a seller presents accurately reflects the business's recurring, sustainable earnings power. It is not an audit, it focuses specifically on the quality and reliability of the adjusted EBITDA figure the seller is asking buyers to underwrite. QoE findings are the primary mechanism through which buyers justify valuation adjustments after the letter of intent.
What does a quality of earnings report typically find in founder-owned businesses?
The most frequent findings in founder-owned businesses:
None are necessarily dealbreakers, but they create negotiating pressure when surfaced during live diligence.
- Owner compensation above or below market requiring normalization
- Personal expenses run through the business that reduce reported EBITDA below true run-rate earnings
- Non-recurring revenue events that inflate the most recent period
- Working capital managed to appear more favorable than ordinary operations would produce
- Revenue recognition policy inconsistency across periods
Should a seller commission their own quality of earnings report before a process?
Yes, for most founder-owned businesses considering a transaction. A sell-side QoE surfaces the issues a buy-side report would find, on the seller's timeline, when there is time to address them. It produces a credible, independently prepared EBITDA bridge that buyers can rely on and signals process sophistication. Sellers who arrive at a process with a sell-side QoE complete typically experience fewer retrading events, shorter diligence cycles, and stronger negotiating position on price and structure.
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Disclaimer: Financial figures and case-study details in this article are anonymized, composite, or representative examples based on middle market operating situations, and are not guarantees of outcome. Statistical references are drawn from cited third-party research; individual transaction and operational results vary based on business characteristics, market conditions, and deal structure. This content is for informational purposes only and does not constitute legal, financial, or investment advice. Consult qualified advisors for guidance specific to your situation.

