Planning an Exit? Start With the Numbers.

The pattern we see across every company thinking about an acquisition: they start the conversation 6 to 12 months too late.

Most founders start thinking seriously about preparing for an exit when they decide they’re ready to sell. Which (spoiler alert), is usually too late.

We know because we work with about 20 companies a year who are actively planning for an acquisition, and the conversation almost always starts the same way: “We’re in talks with a potential acquirer” or “We want to be ready when the right offer comes.”

And then we ask to see their books, model, and pitch deck.

That’s usually when the reality sets in. The financials aren’t on an accrual basis (if this is you, we should talk ASAP. Acquirers will expect accrual basis books). The entity structure hasn’t been cleaned up since the early days. The unit economics look solid in the founder’s head but don’t hold up when you actually put the numbers down in a model. And the acquirer is asking for normalized EBITDA, which is not a number most founders have sitting in a model somewhere (and frankly, it’s not a number most founders have ever had to think about before this moment). 

We fix their books, develop their models, and clean up their cap tables. We’re on calls with the bankers and lawyers and we watch deals move forward or stall. What follows are the three patterns we see most often when founders are preparing for an exit, and what it actually costs when the financial infrastructure isn’t there.

Mistake #1: You Think You’ll Have Time to Clean Up

The most common version of this: a founder gets into conversations with a potential acquirer, realizes the financials aren’t where they need to be, and tries to fix everything while the deal is in motion. 

One CEO, who had just come out the other side of a failed deal, was pretty blunt about it:

"Right now we’re really looking to bring on a fractional CFO, but last year we were in 18 months of due diligence for an acquisition that ended up not happening. We would like to have the opportunity to tap in a CFO to come in and work in tandem with our bankers. Which we did not have in the previous experience. Which ended up costing us at the end." — CEO, B2B services company, post-failed acquisition

He went on:

"We had a lot of lawyers and not a lot of financial professionals looking over the deal. There was a lot of cleanup that probably needed to happen in our books that would’ve been helpful to have somebody else run rather than trying to run a profitable company and then run an 18-month full-time diligence process at the same time." — CEO, B2B services company, post-failed acquisition

The deal fell through. Why? 18 months of due diligence with no CFO and no financial professionals on the deal team. And the lesson he took away wasn’t about the buyer or the valuation, it was that his books weren’t ready and he didn’t have the right people around him to fix them while keeping the business running. Not a fun way to learn that lesson.

Compare that to another client of ours, an AI-powered customer service platform that was acquired by a major enterprise software company. The acquisition process was smooth, not because the deal itself was simple, but because the financial infrastructure had been built correctly well before the acquirer showed up. When the opportunity came, the books were clean, the records were accurate, and the data room was ready to go. No fire drill required.

What this actually costs you

Every question the acquirer asks that you can’t answer clearly and quickly adds time to the process, and the longer a deal takes, the more likely it is to fall apart. Worse case, you lose pricing power. If the acquirer can’t verify your numbers, they discount them.

If your gross margin is “around 65%” instead of a defensible number you can trace back through your monthly close, they’re going to assume the lower figure. We’ve seen founders walk away from deals repriced by 20% or more because the financials didn’t hold up under scrutiny. That’s not a rounding error. On a $30M deal, that’s $6M.

The correction

Don’t wait for a deal to get your books transaction-ready. Move to accrual now (again, if your books aren’t on accrual basis already, we should chat). Make sure revenue recognition is defensible, expenses are categorized correctly, and the balance sheet reconciles every month. The goal is that when the acquirer’s team goes line by line through your general ledger, there’s nothing lurking that you didn’t already know about.

Mistake #2: You’re Not Showing the Numbers That Drive Your Valuation

Here’s what I think most founders don’t realize until they’re in the room: the acquirer isn’t evaluating your business in isolation. They’re modeling how your business fits into their P&L. Your revenue becomes their revenue line. Your COGS become their COGS. Your margins either improve their overall profile or drag it down. If your numbers can’t be cleanly plugged into that model, the deal gets harder for everyone.

That means the acquirer isn’t just asking “how fast are you growing?” They’re asking for a very specific set of numbers:

1. Normalized EBITDA that strips out one-time expenses and anything that won’t carry over post-acquisition. For example, if you’re paying yourself $250K but the acquirer plans to replace you with a $150K GM, they’re going to adjust that line and your EBITDA just moved by $100K. Every line item like that shifts the math.
2. Gross margin by customer segment and product line, not blended. This is where deals start to unravel. The founder says that their gross margin is 70%. The acquirer asks for it by segment and by cohort, and suddenly it’s 70% for the anchor customer and 45% for everyone else.
3. Defensible unit economics (LTV:CAC, CAC payback) that hold up at the cohort level, not just in aggregate.
4. A clean entity structure with IP in the right place and a cap table that’s up-to-date.

It’s worth mentioning that these aren’t equally weighted. Clean accrual books and normalized financials are the foundation, and everything else is built on top. If the foundation isn’t there, none of the rest matters because the acquirer won’t trust it.

If you can’t produce these numbers cleanly, the acquirer will produce them for you (and they’ll be conservative). Every dollar they can’t verify gets excluded, and every expense that looks questionable stays in. They don’t give you the benefit of the doubt, they price for the risk.

We worked with one company where the founder had handled the books internally until they took outside investment. When the investor dug in, they found years of errors:

"We had one founder that did all of our accounting and taxes up until we got an investment, at which time we realized he did everything wrong and created lots of problems. They spent a good part of two years trying to undo everything he did." — Founder, consumer tech, post-investment

If those errors had surfaced during acquisition due diligence instead of a funding round, the deal would have died. 

Another of our clients, a growing agency, had a similar experience. Their books looked fine on the surface, with strong revenue and healthy margins on paper. But when we dug in, we found over $40,000 in accounting errors and misclassifications that were costing them real money every month, long before any transaction was even being discussed.

On the flip side, one of our clients, a freight brokerage, scaled from $3M to over $40M in revenue during an industry downturn by building financial infrastructure that tracked margins in real time and gave them visibility into what was actually driving profitability. When the numbers are that clean, you control the narrative in a transaction. When they’re not, the buyer writes the story for you.

What this actually costs you

Here’s a simple test. If an acquirer asked you for normalized EBITDA and segment-level gross margin today, could you produce both within a week? 

If the answer is no, every gap in your financial reporting becomes a data point the acquirer uses to reprice the deal downward.

The correction

Start building the analytical layer now. Normalized financials that show the business in a steady state. Unit economics broken out by segment, by cohort, by product line. A financial model that tells the story the acquirer’s model needs to hear. This isn’t work you do during the transaction. It’s work that should already be done by the time the transaction starts.

Mistake #3: You’re Only Putting Together Financials because of the Transaction

This is the most predictable mistake and the most preventable. It happens because founders treat exit readiness like a project (something to kick off when the deal is on the horizon) rather than a state they maintain as a default. Which makes sense! When you’re heads-down running the business, building a data room feels like a future problem. But the founders who do this well have already figured out that transaction readiness isn’t a separate workstream. It’s a byproduct of running good financial processes every month.

One founder preparing for a potential acquisition described the right approach:

"We’re getting ready, making sure that we have the data room in place, that everything is in place. All the documentation is ready. So whenever we decide to do something, we’ve got it all there. Because all these things take time." — CEO, cybersecurity company, multi-entity, preparing for Series B or acquisition

He wasn’t in an active deal. He was building readiness as a default state, so that when the moment came, the work was already done. Another CEO framed it this way:

"We need a team that has credibility and understands all the nuances of what that looks like. We don’t have any fundraising plans, but we do want to be in a position where if there’s an acquisition, we have a team that can handle that." — CEO, growth-stage company, potential exit later this year

One of our clients learned the value of having the right partner in the room when they sold part of their business. The founder had a plan for how to structure the transaction. The problem was, the plan was wrong. And it would have created a significant tax liability that could have changed the economics of the deal entirely. 

What saved them was a CFO who didn’t just execute the founder’s instructions but pushed back, restructured the deal, and eliminated the tax bill. As the founder put it: “They didn’t just say ‘Yes.’ They intervened and got this all sorted out.” 

That’s probably the clearest example I can give of the difference between a bookkeeper and the right strategic partner. One does what you ask and records the financials. The other tells you when what you’re asking is about to cost you real money.

What this actually costs you

You start the process when the deal arrives, realize the infrastructure isn’t there, and spend months building what should have taken days. The deal slows down, the acquirer starts asking questions you can’t answer quickly, and if the opportunity passes, you’re starting from scratch again next time. Not every acquirer waits around while you get your house in order.

The correction

Ask yourself: if an acquirer called tomorrow and asked for your data room, how long would it take to send it? If the answer is more than a week, that gap is the thing to fix. 

The goal isn’t to launch a “let’s get ready” fire drill. It’s to build a monthly financial process where transaction readiness is just the natural output.

The Pattern Underneath All Three Mistakes

These aren’t three separate problems. They’re the same problem: treating an exit as something you prepare for rather than something you’re always ready for.

When your books are on cash basis instead of accrual, you don’t know your real revenue. 

When your model was built for internal planning, it doesn’t speak the acquirer’s language. 

When your entity structure hasn’t been reviewed since you incorporated, it becomes the thing that stalls the deal at the worst possible moment. 

When your data room doesn’t exist, every acquisition conversation starts from zero.

The companies that exit well don’t start building their financial infrastructure when the acquirer shows up. They start 18 to 24 months earlier, because they know if the right offer comes, they want to already be in a position to move. 

The early work is the foundation: moving to accrual, fixing entity structures, resolving compliance backlogs. 

The next phase is the analytical layer: normalized financials, segment-level unit economics, a model that tells a clear story. 

And then the ongoing discipline is just maintenance, keeping the data room current and the books clean so that when the moment arrives, you’re ready to move in days, not months.

Building the financial infrastructure to sell your company requires someone who has been through transactions before, who knows what acquirers ask for, what red flags kill deals, and how to structure things so you keep more of what you’ve built. That’s not a knock on your current setup. It’s just a different job.

Pilot’s fractional CFO team works with Series A and Series B companies on exit preparation, financial modeling, and transaction readiness. If you’re planning for an acquisition, or if you want to make sure you’re ready when the right opportunity comes, book a call with our team here.