Insights
Field notes from the AI-driven dealership.
No generic listicles. These are operator-level takes on where automotive retail and AI are actually heading — and what to do about it this quarter.
AI Agents
Why every dealership will run an AI agent by 2027
The economics of the night shift, the math of lead-response time, and what an agent actually changes on the floor.
AI Search
GEO for car dealers: getting cited by AI search
Generative Engine Optimization, Google's index cut, and the schema that ties your store to your Google profile.
Fixed Ops
The AI service advisor that fills your slow weeks
How agentic scheduling and recall outreach turn idle bays into booked revenue without adding headcount.
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We turn these ideas into deployed agents and index-durable pages — usually within a week.