Financial Metrics
Financial Metrics Interpretation
Franchisee Experiences
Franchisee Experiences Interpretation
Growth and Expansion
Growth and Expansion Interpretation
Industry Benchmarks
Industry Benchmarks Interpretation
Success Rates
Success Rates Interpretation
How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Stefan Wendt. (2026, February 13). Franchise Success Statistics. Gitnux. https://gitnux.org/franchise-success-statistics
Stefan Wendt. "Franchise Success Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/franchise-success-statistics.
Stefan Wendt. 2026. "Franchise Success Statistics." Gitnux. https://gitnux.org/franchise-success-statistics.
Sources & References
- Reference 1FRANCHISEBUSINESSREVIEWfranchisebusinessreview.com
franchisebusinessreview.com
- Reference 2SBAsba.gov
sba.gov
- Reference 3FRANCHISEDIRECTfranchisedirect.com
franchisedirect.com
- Reference 4FRANCHISEfranchise.org
franchise.org
- Reference 5BLUEMAUbluemau.com
bluemau.com
- Reference 6THESOURCESOLUTIONthesourcesolution.com
thesourcesolution.com
- Reference 7FRANCHISETIMESfranchisetimes.com
franchisetimes.com
- Reference 8FRANDATAfrandata.com
frandata.com
- Reference 9FRANCHISEUPDATEMEDIAfranchiseupdatemedia.com
franchiseupdatemedia.com
- Reference 10KAUFFMANkauffman.org
kauffman.org
- Reference 11VETTEDBIZvettedbiz.com
vettedbiz.com
- Reference 12NFIBnfib.com
nfib.com
- Reference 13FRANCHISEGATORfranchisegator.com
franchisegator.com
- Reference 14BUSINESSbusiness.louisville.edu
business.louisville.edu
- Reference 15INMANinman.com
inman.com







