Dealership marketing measurement and incrementality

Marketing measurement should reconcile platform data with dealer outcomes and distinguish attributed activity from incremental impact.

Start with Analytics & attribution, Dealer intelligence & BI, Digital advertising. The exact stack depends on the dealer’s OEMs, market, rooftops, current systems and operating model.

Require the provider to demonstrate: Shared event and outcome definitions Match-rate and exclusion disclosure Holdout or controlled-change design Gross, cost and lag analysis Use representative dealer records and include exceptions, not only the ideal path.

Identify every system that creates, reads or changes the same customer, vehicle, deal, repair-order, payment or marketing record. Confirm products, fields, direction, timing, fees and support on both sides.

Compare the same rooftops, users, volumes, modules and term. Include implementation, migration, hardware, usage, communications, data, integrations, annual increases and offboarding.

Document routine access, exports, identifiers, history, attachments, retention, deletion and transition assistance. Test a representative export before depending on it.

Identify scope, dependencies, service responsibilities, change rights, renewal, increases, suspension, termination and exit obligations for qualified dealer and professional review.

Choose a baseline, operational outcome, quality guardrail and adoption measure before launch. Reconcile reported results to source systems and disclose exclusions.