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.

Studies
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 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 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 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 read
$10M, 0.75%, 210,000: Three Numbers Every SMB Buyer Should Watch

$10M, 0.75%, 210,000: Three Numbers Every SMB Buyer Should Watch

The SBA doubled its combined loan ceiling to $10M as US default rates run elevated. A quarter-century of Japanese small-business credit data suggests low rates and easy access do not equal low risk — they produce a different risk.

May 25, 2026
12 min read 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 read