Research from the dealership floor.
Field notes on CRM execution, the gap between activity and behavior, and the layer above the category. New work on the 27th of each month.
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New essays on the 27th of each month.
One email per month. Field notes on CRM execution, the gap between activity and behavior, and the layer above the category. No marketing in between. Unsubscribe one click.
The Execution Layer Thesis
CRMs store data. We act on it. The gap between logging a lead and working a lead is where deals die.
CRM Commoditization
Every dealer has a CRM. None of them solve the last mile. The value has shifted from intake to output.
Operator Notes from the Floor
What we observe running live inside real dealerships. Patterns, failures, and the things no vendor talks about.
Industry Data Drops
Raw data from production workloads. Response times, follow-up rates, conversion deltas. No editorializing.
Product Proof
Before and after. Live screenshots, real metrics, actual dealer results. The work speaks or it does not ship.