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JM&A Group — Quarterly F&I performance panel across 1,700+ franchised dealerships that offer JM&A products, at deal grain: product-level penetration rates, F&I PVR, products per deal, and deal mix — plus the operating layer that only an F&I outsourcing operator sees: which F&I processes, staffing models, technology and product menus produced which outcomes, and Virtual F&I session-level execution data. Vendor explicitly caveats the panel as its own dealer base rather than a nationwide sample.. Large operator: ~780 staff across 1,700+ dealer relationships. The panel is smaller than a market-wi…
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Quarterly F&I performance panel across 1,700+ franchised dealerships that offer JM&A products, at deal grain: product-level penetration rates, F&I PVR, products per deal, and deal mix — plus the operating layer that only an F&I outsourcing operator sees: which F&I processes, staffing models, technology and product menus produced which outcomes, and Virtual F&I session-level execution data. Vendor explicitly caveats the panel as its own dealer base rather than a nationwide sample.
Scale est. 10^6 deals per year and 10^7 cumulatively (1From 10 yearsCoverage Consumer Discretionary
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JM&A Group — Quarterly F&I performance panel across 1,700+ franchised dealerships that offer JM&A products, at deal grain: product-level penetration rates, F&I PVR, products per deal, and deal mix — plus the operating layer that only an F&I outsourcing operator sees: which F&I processes, staffing models, technology and product menus produced which outcomes, and Virtual F&I session-level execution data. Vendor explicitly caveats the panel as its own dealer base rather than a nationwide sample.. Large operator: ~780 staff across 1,700+ dealer relationships. The panel is smaller than a market-wi…
JM&A Group offers (Alternative, Fundamental, Sentiment) — est. 10^6 deals per year and 10^7 cumulatively (1,700+ dealers at roughly 100-150 retail units per month), each carrying product penetration, PVR and menu composition; plus Virtual F&I session recordings and transcripts — a smaller but far scarcer asset than the metrics panel..
F&I product pricing and menu design for manufacturers and third-party product providers; conformity-assessment and margin benchmarking; attachment-prediction model training with operating-cause features; training and QA corpora for Virtual F&I and conversational sales agents (real menu-presentation transcripts paired with whether the product sold); protection-product residual and claims-frequency modelling; dealer group performance diagnostics.
The data is with 10 years of history.
Coverage spans US; Automobile Retailers, Education & Career Services; alternative, fundamental, sentiment; equities, fixed_income.
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