A stronger sale outcome starts with financial discipline that proves your earnings can stand up to questions, scrutiny, and change.
What if the biggest risk to your exit has nothing to do with your industry, your competitors, or the economy? At Lighthouse Value Partners, we've watched founders learn the real answer at the worst possible time, after a buyer already found it themselves.
Most founders think about risk in terms of their P&L. The actual test is whether that P&L can survive a stranger's scrutiny, line by line, before a deal ever gets signed.
That scrutiny doesn't wait for a listing date. It starts the moment a letter of intent lands, and by then the financial story you tell is largely already fixed.
Yes, if you're 12 to 36 months from a sale and revenue is above roughly $5 million. A bookkeeper or accountant can produce accurate historical records. However, neither role is built to translate that history into the forward-looking, buyer-tested financial narrative a transaction actually requires—and closing that gap early is the foundation of any credible CFO exit strategy.
Consider a Fort Worth manufacturing founder who called us eight months before what she expected would be a straightforward sale. Her books were accurate. Her accountant was skilled. But when her buyer's advisors asked for a three-year EBITDA bridge and a working capital schedule, nobody on her team had ever built one.
The deal survived, but it slowed four months while she built under pressure what a CFO could have built at her own pace a year earlier. That's the version of this story we hear most often: a strong business whose numbers had never been rehearsed for an actual buyer.
A sell-side quality of earnings review is the test every serious buyer runs before writing a check. Here's what it actually measures, and where it usually finds trouble.
Quality of earnings strips your reported EBITDA down to what a buyer will actually underwrite. Reviewers reconstruct Trailing Twelve Months EBITDA, run a cash-to-accrual conversion on any cash-basis records, and normalize one-time gains against Generally Accepted Accounting Principles (GAAP).
As Mark D. Mishler writes in the Journal of Accountancy, “Acquirers and auditors should take non-GAAP disclosures into account when assessing the integrity of management, especially when the disclosures inflate revenue or stakeholder equity.”
Institutional buyers cut their teeth on companies where adjusted, non-GAAP metrics are standard practice: by 2020, 94% of S&P 500 companies used non-GAAP measures, up from 88% five years earlier. They bring that same scrutiny to a $15 million manufacturer. Every adjustment must be defined, consistent, and reconciled back to GAAP.
The numbers are accurate. They simply haven't been organized yet for someone who doesn't know the business the way its founder does.
Picture a hypothetical logistics operator running freight along the I-35 corridor between Dallas and Waco, reporting $6 million in EBITDA. A quality of earnings review reconstructs twelve months of dispatch and payroll records and finds two problems: regional fuel and freight surcharges booked inconsistently across quarters, and several long-term drivers classified as independent contractors rather than employees. Correcting both drops run-rate EBITDA by $340,000, a gap the seller never saw coming.
A buyer doesn't distinguish between fraud and a simple documentation gap. Both price the same way: as risk.
Quality of earnings reconstructs TTM EBITDA, converts cash-basis records to accrual, and normalizes gains against GAAP.
A proof of cash analysis compares every dollar deposited against every dollar recorded as revenue, month by month. It catches timing errors, double-counted invoices, and gaps a P&L alone will never reveal. A widely cited survey of public-company CFOs found that roughly one in five firms manage earnings in ways that misrepresent performance in a given year. That's the baseline a quality of earnings review is built to test against.
A logistics operator and a manufacturer run this test the same way: line by line, with no exceptions made for how long a customer or vendor relationship has lasted.
Waiting doesn't just cost time. It reshapes how a buyer prices risk, often before a founder realizes the negotiation has already started against them.
Ever wondered why two businesses with nearly identical revenue can close at different enterprise value multiples? The gap is rarely the product or the market. More often, it's whether the seller's financial forecasting accuracy held up once a buyer's team began asking questions the seller's own team had never practiced answering.
That gap shows up as escrow holdbacks, earn-outs, and a lower headline number. All three are a buyer pricing what they can't yet verify.
Founders who bring in financial leadership 18 to 24 months before a sale build a track record latecomers can't fake. A buyer trusts a forecast tested over six consecutive quarters far more than one assembled the month before a data room opens. Consistent financial planning and analysis, or FP&A, sustained over time, turns a projection into evidence.
Treat M&A financial readiness as a multi-quarter project rather than a pre-listing scramble, and buyer due diligence prep stops feeling like an emergency.
The goal is a forecast a founder can defend, quarter over quarter, without rewriting the story each time a buyer asks a follow-up question.
Lighthouse Value Partners doesn't hand founders a checklist and step back. We embed a fractional CFO inside the business—the same discipline behind our Transaction Readiness Assessment—to build the financial narrative a buyer will actually believe.
Most advisory firms deliver a report and wait to see what a founder does with it. An embedded model stays through the work: building the forecast, defending the adjustments, and sitting in the room when a buyer's team asks the hard questions.
That posture matches where the role itself has moved. As the Harvard Business Review writes, “The role of the CFO has evolved far beyond traditional financial management.” Today, that role spans capital allocation, competitive advantage, and risk management alongside monthly reporting—the same range an embedded CFO brings to a sale.
The work mirrors what buyers scrutinize first: adjusted EBITDA, working capital, and owner compensation, the same items a quality of earnings review tests, months before any deal team asks about them.
A rule of thumb: if you can't explain a swing in your EBITDA in one sentence, assume a buyer will explain it for you, and assume they'll pick the least generous version.
Strategic CFO hiring, done early, is what determines whether your enterprise value multiple reflects the business you actually built.
What buyers scrutinize first: adjusted EBITDA, working capital, and owner compensation—the same items a QoE review tests.
A quality of earnings review tests whether your reported EBITDA is sustainable, recurring, and free of one-time items. It examines revenue quality, customer concentration, add-backs, and working capital trends across three to five years of financials, then produces an adjusted EBITDA figure buyers use to price the deal.
For most founders, a fractional CFO is enough. A mid-market M&A CFO role rarely needs to be a full-time seat; working several days a month for 12 to 24 months typically accomplishes what a transaction requires, without the fixed cost of a permanent executive.
Eighteen to 36 months before a sale gives enough runway to build a defensible EBITDA bridge, test forecasts across multiple quarters, and correct issues like misclassified contractors or inconsistent cost allocation before a buyer finds them first.
A valuation estimates what your business is worth at a single point in time. A quality of earnings review, and the financial leadership behind it, determines whether a buyer will trust that number once their own team starts testing it.
An accountant keeps the books accurate and current. Financial leadership pre-exit looks forward: building forecasts, normalizing EBITDA, and preparing answers for the specific questions a buyer's diligence team will ask.
Yes. Smaller founder-led businesses face the same buyer scrutiny, often with less internal financial infrastructure to draw on, which makes early financial leadership even more valuable relative to its cost.
Early in my career, I sat across from a founder three weeks from close who asked me why his price had dropped since the letter of intent. The answer was in his own numbers: adjustments nobody had walked him through, questions nobody had prepared him to answer. His business was strong. It had simply never been translated into something a stranger could trust on paper.
Jim Shields, LVP's founding partner, has built this firm around one idea: profitable is not the same as transferable. A business can generate real cash and still fail to convince a buyer that the cash is real, repeatable, and worth paying for.
The founders who avoid that ending share one habit: they let someone build the financial story before a stranger asked for it.
If you're within 24 months of a decision to sell and want to know what your own numbers would tell a buyer, a Transaction Readiness Assessment is a good place to start.
Christie Varner
CFO (Fractional), Lighthouse Value Partners
lighthousevaluepartners.com