Research

Original Research & Data Studies.

Primary-source analysis of how small businesses are really bought, financed, and valued — built from SBA lending records, IRS data, and federal statistics. Numbers a broker deck won’t show you.

Silver Tsunami tracker: the readings behind the research →

Studies
The Silver Tsunami Is Ageing, Not Arriving

The Silver Tsunami Is Ageing, Not Arriving

Seven annual Census readings show no surge of sellers building. The share of owners aged 55 or over barely moved. The share past 65 is creeping up — and those owners are already leaving, at about 8% a year.

October 5, 2026
45 min read
Why Does Walking Away Get Harder After the LOI?

Why Does Walking Away Get Harder After the LOI?

A deal's structure adds commitment on a schedule while diligence is supposed to keep the decision open. What fifty years of research says about that tension, new evidence from actual acquisitions, and where the evidence stops.

September 28, 2026
13 min read
Do Marshmallows Predict Bad Loans?

Do Marshmallows Predict Bad Loans?

An SBA credit line is approved, and then the money sits there. How fast the owner first reaches for it turns out to be one of the cleanest default signals in the public loan file, and it only works where the owner gets to choose.

September 21, 2026
13 min read
I'd Rather Find a $500,000 Problem Than a $417 Lie

I'd Rather Find a $500,000 Problem Than a $417 Lie

A problem changes the price. A lie changes the reliability of everything you were told, including the things that made you want the business. Diligence is a sampling exercise, and that is the whole reason the difference matters.

September 14, 2026
16 min read
Do Overconfident Buyers Pay More for Small Businesses?

Do Overconfident Buyers Pay More for Small Businesses?

A landmark study on Forbes 500 CEOs shows overconfident executives have 65% higher odds of making an acquisition, and the market reacts 90 basis points more negatively to their deals. The mechanism transfers to private-market buyers. The measurement does not. Here is what a buyer-side test would actually look like.

September 7, 2026
18 min read
Seasonal Businesses Default Twice as Often in Sunny States

Seasonal Businesses Default Twice as Often in Sunny States

Seasonal businesses default at roughly the market average overall — but at 5.4% in cold-winter states versus 9.7% in warm, sunny ones. A CPA reads the SBA survival data on what separates the resilient acquisition from the fragile one.

July 13, 2026
8 min read
America's Highest-Margin Small Businesses Are Its Most AI-Exposed

America's Highest-Margin Small Businesses Are Its Most AI-Exposed

Ranked by IRS margin, professional services lead American small business at 39.7%. Ranked by AI task-exposure, the same cognitive work sits near the top. A CPA on why the two lists run nearly inverse — and what it means for anyone paying a premium multiple.

June 29, 2026
7 min read
The Average Trades Business Nets Its Owner $16,839 a Year

The Average Trades Business Nets Its Owner $16,839 a Year

The businesses a generation is told to buy pay their owners less than a living wage. A CPA reads the IRS returns on what small firms actually net — and why the headline figure understates a real acquisition.

June 22, 2026
8 min read
Adjusted EBITDA Is the One Number in a Deal No One Can Prove

Adjusted EBITDA Is the One Number in a Deal No One Can Prove

Adjusted EBITDA — or its Main Street cousin, SDE — sets the asking price, anchors the negotiation, and sizes the loan. It is also the only number in the deal that is an argument rather than a measurement. A CPA reads the add-back schedule.

June 15, 2026
7 min read
The Four Risks That Decide Whether an Acquisition Works

The Four Risks That Decide Whether an Acquisition Works

Most SMB and lower-middle-market deals don't fail on strategy. They fail because four risks — overstated cash flow, customer concentration, owner dependency, and aggressive leverage — were each judged manageable in isolation, then compounded after close.

May 18, 2026
11 min read