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5 Public Signals That a Business Owner Is Approaching an Exit

Acquisitions of closely held companies usually leave a public-data trail twelve to eighteen months before the press release. Five of those signals, what they look like, and where to find them.

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By Josh Elberg
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Most acquisitions feel sudden when the press release goes out. From the inside, they almost never are. By the time anyone reads about a deal, the owner has usually been thinking about it for a year or more. Conversations have happened. Plans have been made. A foundation might have been quietly set up. A vacation house might have been sold.

Most of those moves leave a trail, even though the deal itself is confidential. None of them mean anything in isolation, but they cluster in patterns that show up in public records before any banker's name appears on a Form D.

What follows are five of those signals: the kinds of things that, when they appear together, suggest a privately held business is twelve to eighteen months from a liquidity event.

1. The lender is paid off, and nobody replaces them

Most operating companies carry a baseline of secured debt. Equipment loans, an asset-based credit line, an accounts-receivable facility. Those debts produce UCC-1 filings at the state level, which are public. They get renewed every five years and terminated when the loan is paid.

Routine UCC churn happens constantly and means nothing. The signal is when terminations start outpacing new filings. A company that pays off three equipment loans in four months and does not refinance is doing one of two things: shrinking, or cleaning up the balance sheet for someone else's eyes.

Buyers like clean balance sheets. Sellers know that.

2. A new name shows up on the filings

State secretary of state records list the registered agent and statutory officers of every LLC and corporation. Most owner-operators name themselves or their longtime CPA. Those names tend to stay the same for years.

A change is interesting. A change to a name that resolves to an M&A advisor, a transactional law firm, or a financial holding company is more than interesting. So is a new officer who turns out to be a fractional CFO with M&A specialty. Those people are usually brought in two to four months before a sale process launches, to clean up financial reporting and prepare for diligence.

In Michigan that means watching for filings that touch Cascade Partners, Quarton, Donnelly Penman, Calder Capital, Charter Capital, P&M Corporate Finance, and similar firms. Every region has its own list of usual suspects.

3. A small foundation appears

A surprising number of business owners file for a private foundation in the year before a sale. The reason is usually tax. Donating appreciated stock or an LP interest pre-sale captures the value at fair market, eliminates the gain, and creates a deduction in the year the transaction closes.

The foundation does not need to be funded right away. It just needs to exist before the deal closes.

You can find these in IRS Form 1023 filings, GuideStar, and ProPublica's nonprofit explorer. A new 501(c)(3) with the business owner or family members listed as trustees, and no Form 990 yet, is a placeholder for a future event more often than people realize.

4. The owner starts moving real estate

Eighteen months before a sale is when the personal real estate decisions start. The primary residence goes on the market. A vacation house quietly changes hands. Property the operating company has been leasing from the owner gets transferred to a passive investor or a family entity.

The pattern is easiest to spot when the operating real estate moves. Buyers usually want the company without the property attached, so the owner sets up a separate lease structure ahead of time. That one transaction shows up in the county recorder's office, dated, public, and easy to read.

Real estate is one of the cleanest signals in the data. It moves slowly, costs real money to move, and is hard to hide.

5. Their competitor sold

Owners are less proprietary than they think. When a direct competitor sells, three things happen within ninety days. Bankers and PE firms call the entire competitive set. Employees of the seller circulate to the rest of the industry. Customers ask the survivors whether they are next.

This is the cleanest second-order signal in the dataset, because it does not require any data about the owner you are watching. It only requires that you read the M&A press in their industry and notice when a peer transacts. After that, the math takes care of itself.

What owners notice about themselves

If you are a business owner reading this, the signals on the other side of the page are the ones you are sending. Most owners can recognize a few of them in their own pattern. The lender getting paid off was on purpose. The new outside counsel was on purpose. The foundation might have been your CPA's idea last spring.

The thing worth knowing is that the planning levers that matter most, like Section 1202 qualification, charitable bunching, GRAT funding, ESOP feasibility, and residency changes, are not available after the LOI is signed. They need twelve to twenty-four months of runway. Most owners discover this two months too late.

The point of cataloging these signals is not to predict a deal. It is to compress the time between when an owner starts down this path and when they have a planning conversation that can still change the outcome.

A note on what this is and is not

These signals do not say who will sell. They say who is closer to a decision than they were a year ago.

Everything described here is freely accessible. Nothing depends on private data, scraped sources, or non-public information. The approach works because public records, individually low-signal, become high-confidence when you cross-reference them. That is what public-data analytics is good at. Reading filings one at a time is not.

About the Author

Founder & Principal Consultant

Josh helps SMBs implement AI and analytics that drive measurable outcomes. With experience building data products and scaling analytics infrastructure, he focuses on practical, cost-effective solutions that deliver ROI within months, not years.

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