Attribution is a decision tool, not a verdict
A shopper may see a vehicle ad, search later, call from another device, and visit the store after speaking with a salesperson. No reporting model can perfectly explain every touchpoint. The job is to make better budget and process decisions with the information you have.
Define the dealership events that matter
Start with useful events: form lead, qualified phone lead, appointment set, appointment shown, sale, service appointment, trade appraisal, or another outcome the dealership can reliably record. A click or form submit is only part of the story.
Keep source context attached
Campaign, channel, rooftop, vehicle or offer, geography, date, and source should travel far enough to be useful in the CRM and reporting. If a source gets overwritten or reduced to “internet,” the group loses the ability to learn from it.
Use platform reporting with care
Google Analytics and ad platforms can assign credit differently. Google Analytics offers several attribution approaches, including data-driven and last-click models. Use those reports as one view of performance, then reconcile them with CRM outcomes and dealership records.
Review a consistent scorecard
A useful monthly review includes spend, calls, forms, appointment rates, show rates, cost by source, inventory context, lead quality, and outcomes when available. The question is always the same: what should we keep, fix, pause, or fund next?
Further reading
Need to look at your own setup?
Start with the current system, the inventory, and the people who work the lead. That makes the next decision much easier.
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