Darrell Johnson, CFE — CEO, FRANdata
Darrell Johnson, CFE, is the CEO of FRANdata and one of the most cited authorities in franchise economics — the executive who turned a franchise data company into the industry’s leading advisory and intelligence firm.
Known industry-wide as the “Franchise Economist,” Johnson bridges the gap between raw franchise data and the strategic decisions franchisors, lenders, and private equity firms need to make with confidence. His work at FRANdata spans franchise market research, franchise credit analytics, and the development of performance standards that have become foundational to how the industry evaluates risk and growth.
Johnson created the FUND Score — the only franchise-specific underwriting system in existence — establishing the credit analytics standard that SBA and conventional lenders now rely on when evaluating franchise loan applications.
He also developed three industry-accepted franchise performance metrics: unit continuity rate, recurring revenue self-sufficiency, and real-business failure rate. These are not internal models — they are the measurements franchisors, lenders, and PE firms use when they need an objective read on system health.
Before FRANdata, Johnson served on the executive team at National Cooperative Bank, where he managed investment, conventional, and SBA lending groups. His career spans commercial banking, investment banking, information services, and federal financial regulation — a foundation that gives his franchise market research and advisory work a level of financial rigor unusual in the franchise space.
Johnson holds a bachelor’s degree in business and a master’s degree in economics from Montana State University, and an MBA from the Wharton School, University of Pennsylvania. He is also a Certified Franchise Executive (CFE), the IFA’s highest professional designation in franchising.
His board service includes the International Franchise Association’s Finance Committee, IFA board, IFA Education and Research Foundation board, and IFA Supplier Forum chairmanship — positions that reflect both his standing in the industry and his influence on franchise policy and standards.
He is a frequent speaker on franchising economics and a contributing columnist on franchise trends. His analysis has been cited by The New York Times, The Wall Street Journal, Bloomberg, and Forbes — making him one of the most publicly visible franchise subject matter experts in the country.
Working with FRANdata’s FUND Score or market research products? Darrell Johnson leads the team behind both. Explore the FUND Score → View FRANdata Market Research →
To inquire about speaking engagements, media requests, or custom research, contact FRANdata.