Consumer Insights
Consumer Insights Interpretation
Financial Metrics
Financial Metrics Interpretation
Sales Volume
Sales Volume Interpretation
Technology and Innovation
Technology and Innovation Interpretation
Workforce Statistics
Workforce Statistics 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.
Nathan Caldwell. (2026, February 13). Dealership Industry Statistics. Gitnux. https://gitnux.org/dealership-industry-statistics
Nathan Caldwell. "Dealership Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/dealership-industry-statistics.
Nathan Caldwell. 2026. "Dealership Industry Statistics." Gitnux. https://gitnux.org/dealership-industry-statistics.
Sources & References
- Reference 1NADAnada.org
nada.org
- Reference 2COXAUTOINCcoxautoinc.com
coxautoinc.com
- Reference 3AUTONEWSautonews.com
autonews.com
- Reference 4SPITZERspitzer.com
spitzer.com
- Reference 5GOODCARBADCARgoodcarbadcar.net
goodcarbadcar.net
- Reference 6MANHEIMmanheim.com
manheim.com
- Reference 7DELOITTEdeloitte.com
deloitte.com
- Reference 8Jj.d.power
j.d.power
- Reference 9AUTOTRADERautotrader.com
autotrader.com
- Reference 10PENSKEAUTOMOTIVEpenskeautomotive.com
penskeautomotive.com
- Reference 11JDPOWERjdpower.com
jdpower.com
- Reference 12KBBkbb.com
kbb.com
- Reference 13EXPERIANexperian.com
experian.com
- Reference 14TECHFORCEFOUNDATIONtechforcefoundation.org
techforcefoundation.org
- Reference 15IBMibm.com
ibm.com







